{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2024-04-09T02:15:38.421609100Z",
     "start_time": "2024-04-09T02:15:36.387775600Z"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt # 导入matplotlib的pyplot模块"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 传入x和y, 通过plot画图\n",
    "plt.plot([1, 0, 9], [4, 5, 6])\n",
    "# 在执行程序的时候展示图形，不设置xticks和yticks,刻度是自动生成的\n",
    "plt.show()\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T02:15:41.126403600Z",
     "start_time": "2024-04-09T02:15:40.908530Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXAAAAD4CAYAAAD1jb0+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAhtElEQVR4nO3deXxU9b3/8dcnG2ENW4AAWdn3LYRF4lYXVFzbWqkiyOa9rV7tYle12+2t1Xpre9vaIiCoiHuL1xWtKCBr2EFAtgBhSxAISwghyff3B/H+kIIMk5mcOTPv5+ORh8nJZM57Huo7J9/v+c7XnHOIiIj/xHkdQEREgqMCFxHxKRW4iIhPqcBFRHxKBS4i4lMJdXmyli1buqysrLo8pYiI7y1btmy/cy71zON1WuBZWVkUFBTU5SlFRHzPzLaf7biGUEREfEoFLiLiUypwERGfUoGLiPiUClxExKfOW+BmNtXMis1s7WnH+prZIjNbaWYFZpYX3pgiInKmQK7ApwHDzzj2KPAL51xf4OGar0VEpA6dt8Cdc3OBA2ceBprUfJ4C7A5xLolwpWUneXZhIYfKKryOIhKzgl3Icz/wrpn9jlO/BIae64FmNhGYCJCRkRHk6SRSVFRW89yi7fzxg00cKjvJ0sKD/HFkP69jicSkYCcx/x34jnMuHfgOMOVcD3TOTXLO5TrnclNT/2UlqPiEc4631+zhyt9/xC/f+IRe7VK4bWA6r6/azcItn3kdTyQmBXsFPhq4r+bzl4HJoYkjkWjFjoP8+s31FGw/SOfWjZh210Au6ZzKicpq5m/ez8Oz1vLWffkkxuumJpG6FOz/cbuBS2o+vxzYFJo4Ekl2Hijj3pkruPkvCyj8rIzf3NKLt/4jn0u7tMLMSE6M5+ER3dlUfJTpCwq9jisSc857BW5mM4FLgZZmVgT8DJgA/MHMEoByasa4JTqUHj/JX+Zs5umPC4mLg3sv78jdl3SgUb1//c/lyu6tuaxLKk+8v4nr+7SldZNkDxKLxCary02Nc3Nznd6NMHKdrKpmxqLt/OGfmzh0/CRf7d+e713VmbSU+l/6c4X7j3HV7+dyTa82/OE2TWiKhJqZLXPO5Z55vE7fTlYik3OO2Z/s45G3N7Bt/zGGdmjBT67tRs92KQH9fFbLhtx9SQ7/88FmRuZlMDinRZgTiwhoKX3MW110iG9MWsTdzy4jPs6YOiaXGeMHBVzen/vWpR1p17Q+P5u1jpNV1WFKKyKnU4HHqKKDZdz/wgpu+NPHbCk+yn/e1JN37svn8q6tMbMLfr76SfE8fH13Nu47wjMLz/re8yISYhpCiTGHy0/y5IdbmDJ/GwZ8+7IO/NslHWicnFjr576qe2su6ZzK79/7lOt7p9FKE5oiYaUr8BhxsqqaZxcWculjH/Lkh1sY0SuNOd+/lAeu7hqS8gYwM35+Qw8qKqv5zdsbQvKcInJuugKPcs453l9fzG/eXs/WkmMMzmnOg9d1v+Ax7kBlt2zIxItz+NOczdw2MJ1BmtAUCRtdgUexNUWljHxqEROeOXXr5uQ7c5k5YXDYyvtz376sZkLz9XVUakJTJGxU4FFo96HjfPfFlVz/p/l8uu8ov7yxB+/efzFXdA9ugvJC1U+K56ER3diwVxOaIuGkIZQocvREJU9+uJnJ87bhgH+7pAPfuqwDTUI0xn0hru7RhotrJjRH9EmjVWNNaIqEmq7Ao0Bl1am3eL30sTn8ec4WrunZhg++dwk/uqarJ+UNNROa13envLKKRzShKRIWugL3MeccczYW819vbWBz8VHyspozZXQ3+qQ39ToaADmpjZiQn8NfPtzCyLwMBmY19zqSSFTRFbhPrdtdyh1TFjN2WgFV1Y6/jRrAi3cPjpjy/tw9l3ekbUoyD/1jrSY0RUJMBe4ze0vL+f7LqxjxP/P5ZPdhfn59d2Z/52Ku7tGmTiYoL1SDpAQeGtGdDXuP8NwiTWiKhJKGUHzi6IlKJn20hUnztlJdDRPzc/jWZR1Jqe/NGPeFGN6zDfmdWvL47E+5rndbUhvX8zqSSFTQFXiEq6yqZuaSHVz62If88YPNXNm9Df/83iX8+Npuvihv+P8rNDWhKRJaugKPYB9uLOa/3lrPp/uOkpvZjKfuHEC/jGZexwpKh9RGjM/P4ckPt/DNQekMyNSEpkht6Qo8Aq3fc5hRUxYz5umlnKis5snb+/Pyvw3xbXl/7t7LO5KWksxD/9AKTZFQ0BV4BNl3uJzHZ2/k5WVFNElO5KER3Rk1OJOkhOj4PdsgKYEHr+vOt59fzozFOxg9NMvrSCK+pgKPAGUVlfzto61MmruVyupqxl2Uzb2XdyKlgT/GuC/Etb3aMKxjS343eyPX9U6jZSNNaIoE67yXdmY21cyKzWztacdeNLOVNR+FZrYyrCmjVFW148WlpyYo//DPTVzerRX//O6lPDiie1SWN5w2oXmyit9qQlOkVgK5Ap8G/Al45vMDzrlvfP65mT0OlIY8WZSb+2kJ//XWejbsPUL/jKY8eccABmT6e4w7UB1bNWLssGz+9tFWbsvLiJnXLRJq5y1w59xcM8s62/fs1MqRW4HLQ5zrCzYXH2VvaXk4T1FnKqqqmL5gOx99WkJ68/r8+Zv9ubZXZC7CCaf/uLwTs1bs5uFZa3n9nmHEx8XW6xcJhdqOgecD+5xzm871ADObCEwEyMjICOok0xcU8mwUreJrkpzAg9d1Y9SQTOolxHsdxxMN6yXw4Ihu3PP8Cp5fvJ1RQ7K8jiTiO+acO/+DTl2Bv+Gc63nG8SeBzc65xwM5WW5urisoKLjgkNs/O0bxkRMX/HORqnPrxr5ZhBNOzjlun7yYtbtKmfP9S2mhCU2RszKzZc653DOPB30FbmYJwC3AgNoEC0Rmi4ZktmgY7tNIHTMzfnljD4Y/MY/fvrOBR7/Wx+tIIr5SmxuMrwA2OOeKQhVGYk/HVo0ZNyyblwqKWL7joNdxRHwlkNsIZwILgS5mVmRm42q+dRswM5zhJDbc+5VOtG5Sj4dnraWq+vxDeiJyynkL3Dk30jmX5pxLdM61d85NqTk+xjn31/BHlGjXqF4CP72uO2t3Heb5JTu8jiPiG9GxRlt87/reaQzJacHv3t3IgWMVXscR8QUVuESEzyc0j52o5NF3tEJTJBAqcIkYnVo35q6Lsnhh6U5WaEJT5LxU4BJR7ruiM60a1+PhWes0oSlyHipwiSinJjS7sWZXKS8s1YSmyJdRgUvEuaFPWwZlN+cxTWiKfCkVuEScUxOaPTlSXslj72pCU+RcVOASkbq0acxdQ09NaK7aecjrOCIRSQUuEeu+KzrRslE9HtIKTZGzUoFLxGqcnMhPr+3G6qJSXly60+s4IhFHBS4R7ca+bcnLbs6j727goCY0Rb5ABS4R7fMVmkfKK3ls9kav44hEFBW4RLyubZowekgWM5fsYHXRIa/jiEQMFbj4wv1XdqJFw3o8NGsd1ZrQFAFU4OITTZIT+el1XVm18xAvFWhCUwRU4OIjN/VtR15Wc377zgYOlWlCU0QFLr5hZvzixh4cLq/ksXc1oSmiAhdf6ZbWhDuHZPL8kh2sKSr1Oo6Ip1Tg4jvfubJzzYTmWk1oSkxTgYvvNElO5MfXdGXlzkO8sqzI6zginglkV/qpZlZsZmvPOH6vmW0ws3Vm9mj4Ior8q1v6tyM3sxmPaEJTYlggV+DTgOGnHzCzy4AbgT7OuR7A70IfTeTcPn/L2UNlFTw++1Ov44h44rwF7pybCxw44/C/A484507UPKY4DNlEvlT3tk24c0gWMxZvZ+0uTWhK7Al2DLwzkG9mi83sIzMbeK4HmtlEMysws4KSkpIgTydydt+5sjPNGyZpQlNiUrAFngA0BwYDDwAvmZmd7YHOuUnOuVznXG5qamqQpxM5u5T6ifzomm6s2HGIV5ZrQlNiS7AFXgS85k5ZAlQDLUMXSyRwt/Rrx4DMZvz27Q2Ulp30Oo5InQm2wP8BXAZgZp2BJGB/iDKJXJC4uFNvOXuwrILH39MKTYkdgdxGOBNYCHQxsyIzGwdMBXJqbi18ARjtnNMApHimR9sU7hicyXOLtrNutyY0JTZYXfZubm6uKygoqLPzSWwpLTvJ5Y9/SFbLhrx89xDi4s46LSPiO2a2zDmXe+ZxrcSUqJHSIJEfXtOVZdsP8tqKXV7HEQk7FbhEla/1b0+/jKb85q31lB7XhKZENxW4RJW4OONXN/bkYFkFv39PKzQluqnAJer0bJfC7YMyeWZhIZ/sPux1HJGwUYFLVPr+VV1o2iCJh2etRTdISbRSgUtUSmmQyI+Gd6Vg+0FeW64JTYlOKnCJWl8b0J6+6U35zdsbOFyuCU2JPipwiVqfT2h+duyEJjQlKqnAJar1ap/CN/MymL6gkPV7NKEp0UUFLlHvgau7kFI/UROaEnVU4BL1mjZI4ofDu7K08CD/WKkJTYkeKnCJCbfmptMnvSm/flMTmhI9VOASE05NaPbgs2MneOK9TV7HEQkJFbjEjN7tmzIyL4PpCwvZsFcTmuJ/KnCJKQ9c1YXGyQk8PGudJjTF91TgElOaNUziB1d3Zcm2A8xaudvrOCK1ogKXmPONgen0aZ/Cr99azxFNaIqPqcAl5sTHGb+8sSf7j57gD+9rQlP8SwUuMalPelNuG5jO0wsK2bj3iNdxRIISyKbGU82suGYD48+P/dzMdpnZypqPa8MbUyT0Hri6a82EplZoij8FcgU+DRh+luO/d871rfl4K7SxRMKvecMkHri6C4u3HeD1VZrQFP85b4E75+YCB+ogi0idu21gBr3apfDrN9dTVlHpdRyRC1KbMfB7zGx1zRBLs3M9yMwmmlmBmRWUlJTU4nQioRcfZzx4XTeKj5zg1WVFXscRuSDBFviTQAegL7AHePxcD3TOTXLO5TrnclNTU4M8nUj45GU3p096U6bM30ZVtcbCxT+CKnDn3D7nXJVzrhp4CsgLbSyRumNmTMjPpvCzMt5fv8/rOCIBC6rAzSzttC9vBtae67EifjC8RxvaNa3P5HlbvY4iErBAbiOcCSwEuphZkZmNAx41szVmthq4DPhOmHOKhFVCfBxjh2WztPAgK3ce8jqOSEACuQtlpHMuzTmX6Jxr75yb4pwb5Zzr5Zzr7Zy7wTm3py7CioTTNwam0zg5gad0FS4+oZWYIjUa1Uvgm3kZvL1mDzsPlHkdR+S8VOAipxlzURZxZjz9caHXUUTOSwUucpq0lPqM6J3Gi0t3UHpc71QokU0FLnKG8fk5HKuo4oUlO7yOIvKlVOAiZ+jZLoUhOS2YtqCQk1XVXscROScVuMhZTLg4mz2l5by5WjdYSeRSgYucxaWdW9EhtSFPzduqt5qViKUCFzmLuDhjfH4O63YfZuHWz7yOI3JWKnCRc7i5XztaNExi8rxtXkcROSsVuMg5JCfGM2pIJh9sKGZzsbZdk8ijAhf5EqMGZ1IvIY4p83UVLpFHBS7yJVo0qsct/dvz6vJd7D96wus4Il+gAhc5j3HDsqmorObZhdu9jiLyBSpwkfPo2KoRl3dtxbOLtlN+ssrrOCL/RwUuEoDx+dkcOFbBa8t3eR1F5P+owEUCMCSnBT3aNmHy/K1Ua99MiRAqcJEAnNo3M4etJceYs7HY6zgigApcJGDX9U4jLSVZO/ZIxFCBiwQoMT6OMUOzWLT1AGt3lXodRySgTY2nmlmxmf3LzvNm9j0zc2bWMjzxRCLLbXkZNEyK1+71EhECuQKfBgw/86CZpQNXAXrXe4kZKfUT+cbADN5YvYc9pce9jiMxLpBd6ecCB87yrd8DPwA0JS8x5a6Lsqh2jmnaN1M8FtQYuJndCOxyzq0K4LETzazAzApKSkqCOZ1IRElv3oBreqXx/JIdHD1R6XUciWEXXOBm1gD4CfBwII93zk1yzuU653JTU1Mv9HQiEWlCfg5Hyit5celOr6NIDAvmCrwDkA2sMrNCoD2w3MzahDKYSCTrm96UgVnNmDp/G5XaN1M8csEF7pxb45xr5ZzLcs5lAUVAf+fc3pCnE4lg4/Nz2HXoOO+s03/64o1AbiOcCSwEuphZkZmNC38skch3RbfWZLVowFPztmnfTPFEIHehjHTOpTnnEp1z7Z1zU874fpZzbn/4IopEpvg4Y9ywbFbtPETB9oNex5EYpJWYIrXwtQHpNG2QyFNztbBH6p4KXKQW6ifFc8egTN5bv49t+495HUdijApcpJbuHJpJYlwcU7VvptQxFbhILbVqnMyNfdvy8rKdHDxW4XUciSEqcJEQGJ+fQ/nJamYs1r6ZUndU4CIh0KVNYy7unMr0hds5Ual9M6VuqMBFQmRCfjYlR04wa+Vur6NIjFCBi4TIsI4t6dqmMVO0sEfqiApcJETMjPH5OWzcd4S5m7S2TcJPBS4SQjf0aUurxvW0Y4/UCRW4SAglJcQxemgW8zbtZ/2ew17HkSinAhcJsdsHZVA/MZ7J87SwR8JLBS4SYk0bJHFrbnteX7WLfYfLvY4jUUwFLhIGY4dlU1ntmL6g0OsoEsVU4CJhkNmiIVd3b8OMxTsoq9C+mRIeKnCRMJlwcTalx0/yckGR11EkSqnARcJkQGZz+mU0Zcr8bVRVa2GPhJ4KXCSMJuTnsONAGe99ss/rKBKFVOAiYXR1jzakN6+vhT0SFoFsajzVzIrNbO1px35lZqvNbKWZzTaztuGNKeJP8XHG2IuyKdh+kBU7tG+mhFYgV+DTgOFnHHvMOdfbOdcXeAN4OMS5RKLGrbnpNElO0MIeCblAdqWfCxw449jpa4QbApqhETmHhvUS+OagTN5eu4edB8q8jiN1zDnHywU7qayqDvlzBz0Gbma/NrOdwO18yRW4mU00swIzKygpKQn2dCK+NnpoJnFmTP1YV+Gx5rfvbOSBV1bz9tq9IX/uoAvcOfdT51w6MAO450seN8k5l+ucy01NTQ32dCK+lpZSn+v7tOWlpTspPX7S6zhSR6bO38ZfP9rCHYMzGNE7LeTPH4q7UGYAXw3B84hEtfH52RyrqGLmkh1eR5E68L+rdvOrNz9heI82/OKGnphZyM8RVIGbWafTvrwR2BCaOCLRq0fbFIZ2aMG0jwupqAz9eKhEjgWb9/O9l1YxMLM5T9zWl/i40Jc3BHYb4UxgIdDFzIrMbBzwiJmtNbPVwFXAfWFJJxJlJuTnsPdwOW+u0b6Z0Wrd7lImPruMrJYNeOrOXJIT48N2roTzPcA5N/Ish6eEIYtI1LukcyodWzXiqbnbuKlvu7D8WS3e2XmgjDFPL6VxcgLTx+aR0iAxrOfTSkyROhQXZ4wfls0new6zcMtnXseREDpwrILRU5dQUVnNM2PzSEupH/ZzqsBF6thN/drRslEST2l5fdQoq6hk7LSl7Dp0nCmjc+nUunGdnFcFLlLHkhPjGTU4izkbS9hcfMTrOFJLJ6uq+faM5awuOsQfR/YjN6t5nZ1bBS7igTsGZ1AvIU7L633OOcdPXlvDnI0l/Oqmnlzdo02dnl8FLuKBFo3q8dUB7XltxS5KjpzwOo4E6fHZn/LysiLu+0onbh+UWefnV4GLeGTcsGwqKqt5dtF2r6NIEJ5ZWMif5mxmZF4691/R6fw/EAYqcBGPdEhtxBXdWvHcou2Un6zyOo5cgLfW7OFnr6/jim6t+dWN4VllGQgVuIiHxufncOBYBa8u176ZfrF462fc/+JK+qU35X9G9iMh3rsaVYGLeGhQdnN6tUthyrxtVGvfzIi3Ye9hxj9TQHqz+kwZPZD6SeFbZRkIFbiIh8yM8fnZbN1/jA82FHsdR77ErkPHGTN1KQ2S4pk+No9mDZO8jqQCF/Hatb3SaJuSrIU9EexQ2alVlscqKpk+No/2zRp4HQlQgYt4LjE+jrsuymbxtgOsKSr1Oo6cofxkFeOmF7DjszKeujOXrm2aeB3p/6jARSLAN/LSaVQvQVfhEaayqpp7nl/B8h0HeeK2vgzOaeF1pC9QgYtEgCbJidw2MJ031+xh16HjXscRTq2yfGjWOt5fv4+fX9+Da3uFfked2lKBi0SIu4ZlAzBN+2ZGhD/8cxMzl+zg25d1YPTQLK/jnJUKXCRCtGtan2t7pfHCkp0cKde+mV56fvEOnnh/E18b0J7vX9XF6zjnpAIXiSAT8rM5cqKSF5fu9DpKzJq9bi8P/mMNl3VJ5Te39IroTTdU4CIRpHf7puRlN+fpjwuprNK+mXWtoPAA985cQa/2Tfnz7f1J9HCVZSAiO51IDJqQn8OuQ8d5e+1er6PElE37jjBuegHtmtbn6TEDaZB03h0nPacCF4kwX+naipyWDZk8byvOaXl9XdhTepzRU5eQlBDH9LF5NI+AVZaBCGRX+qlmVmxma0879piZbTCz1Wb2dzNrGtaUIjEkLs4YOyybVUWlLC086HWcqFdadpIxU5dyuLySaXcNJL15ZKyyDEQgV+DTgOFnHHsP6Omc6w18Cvw4xLlEYtpX+7enWYNELewJs/KTVUx4poCt+48yadQAerRN8TrSBTlvgTvn5gIHzjg22zlXWfPlIqB9GLKJxKz6SfGMGpzJ++v3sW3/Ma/jRKWqasf9L6xkSeEBHr+1L0M7tvQ60gULxRj4WODtc33TzCaaWYGZFZSUlITgdCKxYdSQLBLj45gyX1fhoeac4+evr+OddXt5aER3bujT1utIQalVgZvZT4FKYMa5HuOcm+Scy3XO5aamptbmdCIxJbVxPW7u245XlhVx8FiF13Giyl8+3MKzi7Zz98U5jKtZAetHQRe4mY0BRgC3O02Vi4TF+Pxsyk9W85z2zQyZlwp28ti7G7m5Xzt+OLyr13FqJagCN7PhwA+AG5xzZaGNJCKf69S6MZd2SWX6Qu2bGQofbNjHj19bQ36nlvz2q72Ji4vcVZaBCOQ2wpnAQqCLmRWZ2TjgT0Bj4D0zW2lmfw1zTpGYNSE/h/1HT/D6yt1eR/G1FTsO8q0Zy+me1oQn7xhAUoL/l8Gcd6mRc27kWQ5PCUMWETmLoR1a0C2tCZPnb+Xrue0j+r05ItWWkqOMnbaU1k2SmTpmII3qRf4qy0D4/1eQSJQzMybkZ/PpvqN89Knu5LpQ+w6Xc+eUJcTHGc+MzSO1cT2vI4WMClzEB0b0bkvrJvWYPE/vFX4hDpefZMzTSzlYVsHTY/LIbNHQ60ghpQIX8YGkhDhGD81i/ub9fLL7sNdxfOFEZRV3P7OMTfuO8Nc7BtCrvb9WWQZCBS7iE7fnZdIgKZ7JWthzXtXVju++tIqFWz/jsa/35uLO0bkGRQUu4hMpDRK5NTed/121m32Hy72OE7Gcc/zyjU94c/UefnJtV27uF73v9KECF/GRsRdlU1XtmLag0OsoEetvc7cybUEh44ZlMyE/x+s4YaUCF/GRjBYNuLpHG2Ys2s6xE5Xn/4EY8+qyIh55ewPX92nLT6/tFvW3XKrARXxmfH4Oh8sreblA+2ae7sONxfzw1dUM7dCC333d/6ssA6ECF/GZAZnN6J/RlKkfF1JVrbchAli18xDfmrGcTq0b87dRA6iXEO91pDqhAhfxoQn5Oew4UMbsddo3c9v+Y4ydtpTmDZOYftdAGicneh2pzqjARXzoqh5tyGjeIOZ37Ck5coI7py7GAc+MzaNVk2SvI9UpFbiID8XHGWMvymL5jkMs2x6b+2YePVHJXdOWsP9IBVNG55KT2sjrSHVOBS7iU1/PTadJckJM7thTUVnNvz+3jPV7jvCX2/vTL6OZ15E8oQIX8amG9RK4fXAm76zdy84DsfO2/NXVjh+8sop5m/bzyC29uKxrK68jeUYFLuJjY4ZmER9nTJkfO29y9cg7G/jHyt08cHUXvp6b7nUcT6nARXysdZNkru/TlpcKdlJadtLrOGE3ed5WJs3dyughmXzr0g5ex/GcClzE58YPy6Gsoornl+zwOkpYzVq5i/98cz3X9mrDw9f3iPpVloFQgYv4XPe2TRjWsSXTFmyjorLa6zhhMX/Tfr7/8ioGZTfnv2/tS3wMrLIMhApcJAqMz89m3+ETvLE6+vbNXLurlLufLaBDaiMm3ZlLcmJsrLIMRCCbGk81s2IzW3vasa+b2Tozqzaz3PBGFJHzuaRzKp1bN+KpedtwLnqW1+/4rIwxTy+laYMkpt2VR0r92FllGYhArsCnAcPPOLYWuAWYG+pAInLhzIzxw3JYv+cwC7Z85nWckNh/9NQqy5NV1UwfO5A2KbG1yjIQgexKP9fMss44th7QJIJIBLmxX1sefXcj9zy/nJaN/L9x78GyCo6UV/L8hEF0bNXY6zgR6bwFXltmNhGYCJCRkRHu04nErHoJ8fznTT15fdUur6OEhJnxzbwMBmQ29zpKxAp7gTvnJgGTAHJzc6NncE4kAg3v2YbhPdt4HUPqiO5CERHxKRW4iIhPBXIb4UxgIdDFzIrMbJyZ3WxmRcAQ4E0zezfcQUVE5IsCuQtl5Dm+9fcQZxERkQugIRQREZ9SgYuI+JQKXETEp1TgIiI+ZXX5xjdmVgJsD/LHWwL7QxjHS3otkSdaXgfotUSq2ryWTOdc6pkH67TAa8PMCpxzUfHOh3otkSdaXgfotUSqcLwWDaGIiPiUClxExKf8VOCTvA4QQnotkSdaXgfotUSqkL8W34yBi4jIF/npClxERE6jAhcR8amIL/CzbarsR2aWbmZzzOyTmg2h7/M6U7DMLNnMlpjZqprX8guvM9WWmcWb2Qoze8PrLLVhZoVmtsbMVppZgdd5gmVmTc3sFTPbYGbrzWyI15mCYWZdav5dfP5x2MzuD9nzR/oYuJldDBwFnnHO9fQ6T7DMLA1Ic84tN7PGwDLgJufcJx5Hu2B2ajPUhs65o2aWCMwH7nPOLfI4WtDM7LtALtDEOTfC6zzBMrNCINc55+vFL2Y2HZjnnJtsZklAA+fcIY9j1YqZxQO7gEHOuWAXNH5BxF+BO+fmAge8zlFbzrk9zrnlNZ8fAdYD7bxNFRx3ytGaLxNrPiL7SuBLmFl74DpgstdZBMwsBbgYmALgnKvwe3nX+AqwJVTlDT4o8GhkZllAP2Cxx1GCVjPksBIoBt5zzvn2tQBPAD8Aqj3OEQoOmG1my2o2FPejbKAEeLpmWGuymTX0OlQI3AbMDOUTqsDrmJk1Al4F7nfOHfY6T7Ccc1XOub5AeyDPzHw5vGVmI4Bi59wyr7OEyDDnXH/gGuDbNUOQfpMA9AeedM71A44BP/I2Uu3UDAPdALwcyudVgdehmvHiV4EZzrnXvM4TCjV/2s4BhnscJVgXATfUjB2/AFxuZs95Gyl4zrldNf8s5tSuWXneJgpKEVB02l91r3Cq0P3sGmC5c25fKJ9UBV5Haib+pgDrnXP/7XWe2jCzVDNrWvN5feBKYIOnoYLknPuxc669cy6LU3/ifuCcu8PjWEExs4Y1E+TUDDlcBfju7i3n3F5gp5l1qTn0FcB3k/1nGEmIh08ggD0xvVazqfKlQMuajZR/5pyb4m2qoFwEjALW1IwdA/zEOfeWd5GClgZMr5lVjwNecs75+va7KNEa+PupawUSgOedc+94Gylo9wIzaoYetgJ3eZwnaDW/TK8E7g75c0f6bYQiInJ2GkIREfEpFbiIiE+pwEVEfEoFLiLiUypwERGfUoGLiPiUClxExKf+Hw5QhL8uD0w+AAAAAElFTkSuQmCC\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#折线图的绘制\n",
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T02:16:52.704980400Z",
     "start_time": "2024-04-09T02:16:52.519089600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x,y,color='red',alpha=0.5,linestyle='-',linewidth=3)\n",
    "plt.show()\n",
    "# '''基础属性设置\n",
    "# color='red' : 折线的颜色alpha=0.5\t: 折线的透明度(0-1) linestyle='--' : 折线的样式linewidth=3\t\t: 折线的宽度—粗细\n",
    "# '''\n",
    "# '''线的样式\n",
    "# -\t实线(solid)\n",
    "# --\t短线(dashed)\n",
    "# -.\t短点相间线(dashdot)\n",
    "# ：\t虚点线(dotted)\n",
    "# '''"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T02:21:09.728541300Z",
     "start_time": "2024-04-09T02:21:09.590620500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 折点样式选择\n",
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图，marker结点样式\n",
    "plt.plot(x, y, marker='o')\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T02:21:39.966764900Z",
     "start_time": "2024-04-09T02:21:39.733898300Z"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# 7.4 设置的图片的大小和保存"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABP8AAAIECAYAAABmG4u7AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAxOAAAMTgF/d4wjAACQWUlEQVR4nOzdd3iV9f3G8fvJ3gmZjJBAwkjYOwFBMAEV915Qq3VbR9W2auto1Vpbf6hV67YucNQFLlRImELC3gkrgSSMTLL3Oc/vD4KlViVAkueM9+u6cl31JDnPXc1JzrnP9/v5GqZpCgAAAAAAAIDr8bA6AAAAAAAAAIDOQfkHAAAAAAAAuCjKPwAAAAAAAMBFUf4BAAAAAAAALoryDwAAAAAAAHBRlH8AAAAAAACAi/Ky6sK+vr5mVFSUVZcHAAAAAAAAnNq+ffuaTdP0/bmvsaz8i4qKUlFRkVWXBwAAAAAAAJyaYRilx/oatv0CAAAAAAAALoryDwAAAAAAAHBRlH8AAAAAAACAi6L8AwAAAAAAAFwU5R8AAAAAAADgoij/AAAAAAAAABdF+QcAAAAAAAC4KMo/AAAAAAAAwEVR/gEAAAAAAAAuivIPAAAAAAAAcFGUfwAAAAAAAICLovwDAAAAAAAAXBTlHwAAAAAAAOCiKP8AAAAAAAAAF0X5BwAAAAAAALgoyj8AAAAAAADARVH+AQAAAAAAAC6q3eWfYRjfGoaxyTCMDYZhLDMMY2Tb7f0Nw1hhGMYOwzBWG4YxuPPiAgAAAAAAAGiv41n5d5lpmsNM0xwh6SlJb7bd/rKkV0zTHCDpb0fdDgAAAAAAAFjCbjetjuAQ2l3+maZZedQ/hkoyDcOIljRG0uy22z+W1NswjH4dlhAAAAAAAAA4DhV1zRr3+EK98V2+1VEs53U8X2wYxtuSTmv7x7Mk9ZZ0wDTNVkkyTdM0DKNAUpykXT/43rsl3X3kn0NDQ08iNgAAAAAAAPDjluwoUVltswJ9j6v6cknHdeCHaZpXm6bZW9IDOrzF93i+9ynTNGOPfAQFBR3PtwMAAAAAAADtkpFTIkk6bWC0xUmsd0Kn/Zqm+ZYOrwAsktTDMAwvSTIMw9DhVX8FHZYQAAAAAAAAaKcWm11LdpRqeO8wRQX7Wh3Hcu0q/wzDCDMMo+dR/3yBpHJJJZLWSZrZ9qmLJRWZprnrf+4EAAAAAAAA6GRr9hxSTWOr0pNY9Se1f+ZfqKQPDcPwl2SXVCrpnLYZfzdJetMwjD9IqpZ0bedEBQAAAAAAAH5eZm6xJCmN8k9SO8s/0zT3Shr3E5/bLml8R4YCAAAAAAAATkRGboliQnw1uGeI1VEcwgnN/AMAAAAAAAAcTX5ZnfJK65SWFKPDR1OA8g8AAAAAAAAuITP38Cm/zPv7D8o/AAAAAAAAuITM3GL5ennolH6RVkdxGJR/AAAAAAAAcHo1jS3KzqvQhMQI+ft4Wh3HYVD+AQAAAAAAwOkt21mmVruptOQYq6M4FMo/AAAAAAAAOL2FOcWSpDTm/f0Xyj8AAAAAAAA4NZvd1OLtpUrqHqxeYf5Wx3EolH8AAAAAAABwahsKK1VR16z0ZFb9/RDlHwAAAAAAAJxaZu6RLb/M+/shyj8AAAAAAAA4tYycEoUH+mhE7zCrozgcyj8AAAAAAAA4rX2VDco9WKMpA6Pk6WFYHcfhUP4BAAAAAADAaWXmlkiS0tny+6Mo/wAAAAAAAOC0MnOK5eVhaNKASKujOCTKPwAAAAAAADil+uZWfbe7XOP6hivEz9vqOA6J8g8AAAAAAABOacWucjW32pWWFG11FIdF+QcAAAAAAACnlHFk3l8y8/5+CuUfAAAAAAAAnI5pmsrMLVZCZKD6RgZaHcdhUf4BAAAAAADA6WzdX63i6ia2/B4D5R8AAAAAAACcTmbblt+0ZMq/n0P5BwAAAAAAAKeTkVuiYF8vje0TbnUUh0b5BwAAAAAAAKdSWtOkjYWVOnVglLw9qbd+Dv92AAAAAAAA4FQWbW875Zd5f8dE+QcAAAAAAACnkplTIsOQpgyk/DsWyj8AAAAAAAA4jaZWm5btLNWouG4KD/SxOo7Do/yDW1m+s0w7i2usjgEAAAAAAE7QqvwK1TXblMaW33ah/IPbqGtq1bVvrtKv3lqtplab1XEAAAAAAMAJyMhpm/eXTPnXHpR/cBtr9h5Si81UYUWDZmcVWB0HAAAAAAAcJ9M0lZFbrF5h/hoYE2x1HKdA+Qe3kZVXLkkK9PHU85k7Vd3YYnEiAAAAAABwPHaX1qqwokFpSdEyDMPqOE6B8g9uIyuvXCF+Xnr43ME6VN+ilxbvtjoSAAAAAAA4Dke2/Kax5bfdKP/gFmqbWrWpqErj+kbo4tGxSuoerNeX5+tAVYPV0QAAAAAAQDtl5JbI39tT4xMirI7iNCj/4BbW7KmQzW5qfGKEPD0M3Ts9SU2tdj29YIfV0QAAAAAAQDtU1jdr7d5Dmtg/Un7enlbHcRqUf3ALWXkVkqTUhHBJ0pQBUZqQGKGP1hZp+8EaK6MBAAAAAIB2WLKjVDa7qfQktvweD8o/uIWVeeUK9fdWcvcQSZJhGLp/erLspvS3r3MtTgcAAAAAAI4lM/fwvL/TKP+OC+UfXF5NY4u27KvSuL7h8vD4z0lAQ2NDde7wnsrMLdHK3eUWJgQAAAAAAD+n1WbX4u2lGtorVDEhflbHcSqUf3B5a/YeOjzv70eGgf7u9IHy9jT0xPwcmaZpQToAAAAAAHAs6woqVdXQojRW/R03yj+4vKy2VX2pP1L+xUUEaGZqvDYWVenLzQe6OhoAAAAAAGiHjNxiSVJ6MuXf8aL8g8vLyitXWIC3kroH/+jnb0/rr2BfLz35zXY1t9q7OB0AAAAAADiWzJwSRQX7akjPUKujOB3KP7i0msYWbd5XpZQfzPs7Wnigj26ekqi95fV6N3tvFycEAAAAAAA/p6C8XjtLapU2MPonX9vjp1H+waWt3lMhu/njW36P9qtT+qp7iJ+ezdylmsaWLkoHAAAAAACOJbNty28aW35PCOUfXFpWXoWkY5d//j6eumtaf1XUNeuVpXldEQ0AAAAAALRDRm6JfDw9NLFfpNVRnBLlH1xaVl65ugV4a2DMj8/7O9rFo2I1ICZIry7LU3F1YxekAwAAAAAAP6e2qVXZeRVKTYxQoK+X1XGcEuUfXFZ1Y4u27KtSSt+Ids0E8PL00L1nJqmxxa5nFu7ogoQAAAAAAODnLN9ZpmabXelJbPk9UZR/cFmr84/M+wtv9/ekJUVrXN9wfbC6ULtKajoxHQAAAAAAOJbv5/1R/p0wyj+4rKy8cknS+MT2zwQwDEN/OCtZdlN6Yv72zooGAAAAAACOwW43lZlbqgExQeodHmB1HKdF+QeXtTKvXOGBPuofHXRc3zeid5jOHtpDC3OKtSq/opPSAQAAAACAn7N5X5XKapuUlhRjdRSnRvkHl1TV0KKt+6uV0je8XfP+fuh3ZwyUl4ehv87PkWmanZAQAAAAAAD8nIzcEklSejJbfk8G5R9c0ur8CpmmND4x4oS+v09koGakxGl9QaW+3nKwg9MBAAAAAIBjycwtVliAt0b2DrM6ilOj/INLWtk27y814cTKP0m6Pb2/An089fdvtqvFZu+oaAAAAAAA4BgOVjVqy75qTRkQJS9P6quTwb89uKSsvHJFnMC8v6NFBvnq5smJyi+r0/urCjowHQAAAAAA+DmLth/e8puWzLy/k0X5B5dTVd+ibQeqlZoQIcM4/nl/R7tuUl9FB/vqHxk7VdvU2kEJAQAAAADAz8nIKZGnh6HJ/aOsjuL0KP/gclbtOTzvLzUh/KTvK8DHS7+ZOkBltc16dWleB6QDAAAAAAA/p7HFpu92lWlMfDeFBnhbHcfpUf7B5azcffLz/o522ZhYJUYF6tVleSqpaeyQ+wQAAAAAAD9uZV65GlpsnPLbQSj/4HKy8soVGeSjficx7+9oXp4euvfMJNU32/SPhTs75D4BAAAAAMCPy8xpm/eXxLy/jkD5B5dSWd+snIPVSumAeX9HmzYoRmPiu+n91YXaXVrbYfcLAAAAAAD+wzRNZeaWKD4iQIlRgVbHcQntKv8Mw/AzDGOuYRg7DMPYaBjGAsMw+rV9bpxhGFmGYaw3DCPHMIzfd25k4Kdl5x+Z99cxW36PMAxD95+VLJvd1N+/zu3Q+wYAAAAAAIdtL67RvsoGpSVFd+iiHnd2PCv/XpE00DTN4ZLmSXrtqNsfN01zpKRTJP3WMIxBHRsTaJ+svMPz/sZ3wGEfPzQ6vpvOHNxd32wt1tq9FR1+/wAAAAAAuLuMti2/6Wz57TDtKv9M02w0TfMr0zTNtpuyJPU58mlJYW3/O1BSsySaEVgiK69CkUG+SozqmHl/P/S7MwfK08PQX7/K1X8eDgAAAAAAoCNk5pYo0MdT4/p2/KIed3WiM//u1OHVf5J0raRHDcMokLRD0h9M0zz4w28wDONuwzCKjnzU1jI3DR3rUF2zcg5UKzUhvNOWBidGBenKcb21Zu8hfbutuFOuAQAAAACAO6qoa9a6gkM6dUCUfLw4pqKjHPe/ScMw/iCpn6T72266T9L9pmnGSRos6S8/tu3XNM2nTNOMPfIRFNQ5K7PgvrLzDy847eh5fz90Z/oABfh46m9f56rVZu/UawEAAAAA4C4Wby+RaUppSdFWR3Epx1X+GYbxW0kXSZpumma9YRiRki40TfNdSTJNM0+HtwSf0uFJgWP4ft5fYueWf1HBvrphUoLySuv0wZrCTr0WAAAAAADuIiO3RIYhTRlI+deR2l3+GYZxt6QrJU0zTbOy7eZDkuoMw0hr+5pISSmStnRwTuCYsvLKFRXsq4TIzj8K/IZTExQZ5KtnFu5UfXNrp18PAAAAAABX1mKza+n2Ug2PDVNUsK/VcVxKu8o/wzBiJc3S4YM9FhmGscEwjGzTNG2SLpP0pGEYGyUtlfSMaZorOysw8GMq6pqVe7BGqQkRXXIUeJCvl+6c2l+lNU16bVl+p18PAAAAAABXtnpPhWqaWpXOlt8O59WeLzJNs0jSjzYqpmkulDS6I0MBx2tVftuW306e93e0K8b21hvL8/Xykt26KiVOkUG8MwEAAAAAwInIzCmRJKUlU/51NI5OgUtYuftw+Zea0HVHgXt7euj3Zw5UXbNNz2bs7LLrAgAAAADgajJzS9Q9xE+DeoRYHcXlUP7BJWTlVSg62Fd9u2De39HOGNxdo+LC9G52gfLL6rr02gAAAAAAuIK80lrlldUpLTm6S0Z5uRvKPzi98tombS+u0fjErpn3dzTDMHT/WclqtZt68pvcLr02AAAAAACuIDP38JZf5v11Dso/OL3s/ApJUmoXzvs72tg+4Zo2KEZfbT6o9QWHLMkAAAAAAICzyswtka+XhyYkRlodxSVR/sHpZeUdmfdnTfknSfeeOVAehvTX+bkyTdOyHAAAAAAAOJPqxhatyq/QKf0i5e/jaXUcl0T5B6eXlVeu7iF+6hMRYFmGftHBunxsnFblVyij7YQiAAAAAADw85btKFOr3VQaW347DeUfnFpZbZN2FNcqNSHc8qGgd03tL39vT/3t61y12uyWZgEAAAAAwBlk5BZLEuVfJ6L8g1PLzrN23t/RokP8dP2kvtpZUquP1xVZHQcAAAAAAIdms5tavL1UyT1C1DPM3+o4LovyD07tyLy/8YnWl3+SdOOpCYoI9NFTC3aoodlmdRwAAAAAABzWhsJKVdQ1c8pvJ6P8g1PLyitXj1A/xYVbN+/vaMF+3rojvb+Kq5v0r+/yrY4DAAAAAIDDyjyy5TeZ8q8zUf7BaZXWNGlnSa1SEyIsn/d3tCvHxSk+IkAvLt6t8tomq+MAAAAAAOCQMnJKFBHoo+GxYVZHcWmUf3Ba2fltW34dYN7f0Xy8PPT7M5JU29Sq5zJ3WR0HAAAAAACHs6+yQbkHazRlYLQ8PRxnQY8rovyD0zoy788RDvv4obOGdtfw3mGak71Xe8vrrI4DAAAAAIBDycwtkSSls+W301H+wWmt3F2unqF+6h3ueCcCGYah+6cnqcVm6slvtlsdBwAAAAAAh5KZUywvD0OT+kdaHcXlUf7BKZXUNGp3aZ3Dzfs7WmpChNKTovXFpgPaWFhpdRwAAAAAABxCfXOrvttdrpSEcAX7eVsdx+VR/sEpZedVSJJSEx1vy+/R7p2eJA9D+uv8HJmmaXUcAAAAAAAst2JXuZpb7UpLirE6ilug/INTWpnnmId9/NCAmGBdMjpWWXkVWry91Oo4AAAAAABYLuPIvL8k5v11Bco/OKWsvHL1CvNXbDfHm/f3Q3dNGyA/bw89MT9XNjur/wAAAAAA7ss0TWXmFishKlB9IgOtjuMWKP/gdEqqG5Xn4PP+jtYj1F+/OqWvthfX6JN1RVbHAQAAAADAMlv3V6u4uolVf12I8g9O58iW39SEcIuTtN/NUxLVLcBbTy3YocYWm9VxAAAAAACwRGbbll/m/XUdyj84nawjh304+Ly/o4X4eev2tP46UNWoN77bY3UcAAAAAAAskZFbomA/L43p083qKG6D8g9OJzuvXLHd/NU7PMDqKMdlRmqceof764XFu3SortnqOAAAAAAAdKnSmiZtLKzU5AFR8vakkuoq/JuGUymublReWZ1Trfo7wtfLU787I0k1ja16ftEuq+MAAAAAANClFm1vO+U3mXl/XYnyD04l6/t5f85X/knSOUN7aGivUL2zcq8KK+qtjgMAAAAAQJfJzCmRhyFNHkD515Uo/+BUspzwsI+jeXgYun96kpptds36drvVcYCf1Wqz6/GvcvTpek6pBgAAsNru0lrd9/EmbSistDoKcEKaWm1atrNUo+K6KTzQx+o4bsXL6gDA8Vi5u1y9w/0V28255v0dbUK/SE0ZGKW5G/br+kkJGtIr1OpIwI/6y1c53x9Qs+9Qg359Wj8ZhmFtKAAAADfT2GLT85m79PLS3WqxmdpdWqsPb55gdSzguK3Kr1Bds01pbPntcqz8g9M4UNWgPeX1Su3rnFt+j3bvmUkyDOmv83NkmqbVcYD/8e81hXrjuz0aE99Ng3qE6P++3aFHvtgmu52fVwAAgK6yKLdE055eoucX7VJiVJDGJ0Ro9Z5D2n6wxupowHHLyGmb95cUY3ES90P5B6eRnVchSRqf6PzlX3KPEF00Mlbf7SrX0p1lVscB/svavYf0wKdb1CvMXy/9YrTevylV4/qG643v9uieDzeqxWa3OiIAAIBL21/ZoJveWaNr31ytitpmPXB2sr64faJ+e8YASdKc7L0WJwSOj2maysgtVq8wfw2ICbI6jtuh/IPTWLn78Ly/FCc97OOH7jl9gHy8PPTE/FxWU8FhHKhq0E3vrJWnh6FXrh6tyCBfhfh56+1fjdPU5Bh9un6fbnx7jRqabVZHBQAAcDktNrteWbpbU59aom+2Fuusod218J7Jun5Sgrw8PTQqrpuSugfrk3X7VNfUanVcoN12l9aqsKJB6cnRjBKyAOUfnEZWfrniwgPUK8zf6igdomeYv649pY9yDlRr7oZ9VscB1Nhi041vr1VZbZP+79LhGtzzP/Mo/bw99dLMUbp0dKwWbS/VzNezVVXfYmFaAAAA17JmT4XOeXa5Hv8qV5FBvnrz2rF6YcZo9Qj9z+sfwzA0MzVetU2t+mzjfgvTAsdnYduW37Qk5v1ZgfIPTmF/ZYP2ltdrvIus+jvi1sn9FOrvrVnf7lBjCyupYB3TNHXvx5u0eV+Vbk/rp7OH9fifr/Hy9NDfLxmmm05N0Nq9h3TZyytVXN1oQVoAAADXUVHXrN99uFGXvLRS+WV1uiO9v76961RNGfjjJckFI3sp0MdTs7P2Mj8cTiMzp0T+3p5KdbHX9M6C8g9OITv/8Jbf1MRwi5N0rNAAb92e1k/7Khv09so9VseBG3t5aZ7mbdivaYNidNfUAT/5dYZh6P6zknX/9CRtL67RxS+uUH5ZXRcmBQAAcA12u6n3VxUobdZifbi2SBP7Rerr30zS3dMGyM/b8ye/L8jXSxeM7KWt+6u1saiqCxMDJ6ayvllr9lZoYv/In/3ZRueh/INTODLvzxXfJfjF+Hj1CvPX85m7VFnfbHUcuKFFuSX629e5GhATpKcvHyEPj2PP4LhpcqL+fskw7a9s0KUvrdCWfTzxBAAAaK9t+6t1yUsrdN8nm+Xj6aHnrhypd64bp4So9h2EMCMlXpI0J4uDP+D4luwold2U0tnyaxnKPziFrLwK9YkI+K95F67C18tTvz1jgKobW/XC4t1Wx4Gb2VVSozveW69Qf2+9evUYBfl6tft7LxvTWy/NHK3qxlZd+UqWsvLKOzEpAACA86ttatWjX2zTuc8v14bCSl0zoY8W3jNZ5w7veVyHIAzqGaJRcWH6fNN+5jDD4WW0zfs7jfLPMpR/cHj7KhtUUFHvkqv+jjh/eC8N6hGiN1fs0b7KBqvjwE1U1bfohrfXqr7Fpn9eNUrxEYHHfR+nD+6ut381Tqakq/+1St9sPdjxQQEAAJycaZr6avMBTZ21RK8vz9eQXqH67LaJ+tN5gxXi531C9zkjJV6NLXZ9vK6og9MCHafVZtfi7SUa2itUMSF+VsdxW5R/cHhZLrzl9wgPD0P3n5Wk5la7Zn273eo4cAM2u6nb31+v/LI6PXB2sk7pF3nC95WaEKH3b0xViJ+Xbpm9Vv9eXdiBSQEAAJzbnrI6/fKN1bp1zjrVN7fqLxcO0Se3TNCQXqEndb9nD+uhsABvzcnm4A84rrV7D6m6sZVTfi1G+QeHd2QroSuXf5I0qX+UJvWP1Kfr92nb/mqr48DFPTE/R0t3lOqyMbG6ZkKfk76/Ib1C9eHNE9QzzF+//3iTXlrCFnYAAODeGlts+sfCnTr9maVauqNUF43qpczfTtGMlHh5tmPG8rH4eXvqklGx2l1ap6y8ig5IDHS8zNzDW37Tkyn/rET5B4eXlV+uvpGB6h7q+kuE75ueJEl64utci5PAlX28tkivLsvX6PhuevSCIcc1X+bn9I0M1Me3TNDAmGA9MT9Xj3+Vw7vQAADALS3bWarp/1impxfuUFx4gN6/MVVPXTZCkUG+HXqdq1LiJEmzszn4A44pI7dEUcG+GtLz5Fa64uRQ/sGhFR2qV2FFg1ITwq2O0iUG9wzVBSN6aemOUi3fWWZ1HLigDYWVuv/TzeoR6qcXZ46Sr5dnh95/TIif/n3TeI2O76ZXlubpdx9tUqvN3qHXAAAAcFTF1Y267d11+sXrq3SwqlH3npmkr+6Y1Gm7mBKignRKvwh9s+WgSmoaO+UawInaW16nXSW1ShsYLY8OWO2KE0f5B4d2ZPm6q2/5Pdo9pw+Qj6eH/jo/R3Y7q6bQcYqrG3Xj22tkSHrlF2MUHdw5q2lDA7w1+7oUnTYwSh+tLdLNs9epscXWKdcCAABwBK02u/61PF/ps5boi00HNG1QjBbcfapumZIoH6/Ofdk9MyVerXZTH67h4A84liNbftPY8ms5yj84NHeZ93e02G4B+uWEeG3dX63PN+23Og5cRGOLTTe+s1YlNU36+yXDNDS2c5fd+/t46pWrx+jCkb20MKdYV/9rlaobWzr1mgAAAFZYX3BI5//zOz3yxTaF+nvrtavH6NWrxyi2W0CXXH/qoBhFB/vq3ewC2Vg8AAeSmVsiH08PTTyJwwXRMSj/4NBW7i5XQmSg2x0J/uvT+inEz0tPfrNdTa2smMLJMU1Tf/h0szYWVurmyYk6f0SvLrmut6eHZl06XNee0ker8it0xctZKq1p6pJrAwAAdLaq+hb94dPNuujFFdp+sEa3TEnUgrtP1dRBMV2aw9vTQ1eM7a19lQ1asqOkS68N/JTaplZl5ZUrNTFCgb5eVsdxe5R/cFiFFfXaV9mgFDda9XdEWICPfn1aPxUdatA7Kxnei5Pz+vJ8fbJun9KSovW7MwZ26bU9PAw9dM4g/fb0Adp2oFqXvLRCBeX1XZoBAACgI5mmqY/WFilt1mK9m12gcX3CNf/OSbr3zCQF+FhTclwxLk4ehjQ7q8CS6wM/tHxnqVpsptKT2PLrCCj/4LCObPkdn+h+5Z8k/XJCH/UM9dPzi3apqoHtkjgxS3aU6vGvcpQYFahnrhghTwsG7RqGodvS+usvFw5RQUW9Ln5phXIOVHd5DgAAgJO1o7hGl7+Spd9+uFGS9NRlw/X+janqHxNsaa6eYf5KS4rRou0lKjrEG62wXkZO27w/yj+HQPkHh7XyyLy/vu5x0u8P+Xl76u7TB6qyvkUvLt5tdRw4ofyyOt3+7joF+XrptV+OVYift6V5ZqTE659XjVJVfYsuf3mlVu+psDQPAABAe9U3t+qJ+bk66x/LtHpPhWakxCnznim6aFSsDMMxTjGdkRon05TeW8XqP1jLbje1aHuJBsQEqXd418y+xM+j/INDMk1T2XkVSogKVLSbzfs72oUjeympe7De+C5f+ysbrI4DJ1Ld2KLr31qt2qZWPX/VKPWNDLQ6kiTprKE99Ma1Y2Wzm5r5WrYyc4utjgQAAPCzvt16UNOeWqqXluxWUo9gfXrrKfrLhUMVGmDtG6s/NLl/lGK7+euD1UVqbrVbHQdubNO+KpXVNistqWvnX+KnUf7BIRUdatC+ygaNd8N5f0fz9DB03/QkNbXa9fSCHVbHgZOw2U395v0N2l1apz+claxTB0RZHem/nNIvUu/ekKpAXy/d8PZafbKuyOpIAAAA/6Owol7Xv7VaN76zVtUNLfrTuYM079cTNaJ3mNXRfpSHh6GrUuJUVtukb7cdtDoO3FhmzuE3+NOT2fLrKCj/4JBW7m7b8uvm5Z8kTR4QpQmJEfpoXZFyDzInDcf2f99uV2ZuiS4a1UvXTexrdZwfNbx3mP5903jFBPvq7n9v1OvL862OBAAAIElqbrXrn4t2adrTS7Qwp0TnDe+pjHsm65pT+loyP/l4XDamt7w9Dc3h4A9YKCO3RGEB3hrpoEW5O6L8g0M6cthHSoJ7zvs7mmEYun96skxT+tv8XKvjwMHN27BPLy7erRG9w/T4hUMdZgbNj+kXHaSPbpmgftFBevSLbXrym1yZpml1LAAA4MZW7i7XWc8u05PfbFfPUH/Nvi5Fz1450mlGEUUG+erMIT20Mq9cu0pqrY4DN3SwqlFb91dryoAoeXlSOTkK/kvA4Zimqay8cvWLDlJ0sHP8ke1sQ2NDdd7wnlq0vVQrdpdZHQcOanNRlX7/0SZFB/vq5V+Mlp+3p9WRjqlnmL8+vGm8hvcO0z8X7dYfPt0im50CEAAAdK3Smibd9cEGXflqlgoq6nX3tAGa/5tJmtg/0upox21mSpwk6d1sVv+h62Xmtp3ym8y8P0dC+QeHU1BRr/1VjUpl1d9/+d0ZA+XtaeiJ+bmyU47gB0pqGnXjO2tkSnrl6jGKcZJ3pyWpW6CP3r0+RZP6R+q9VQW67d11amq1WR0LAAC4AZvd1DtZe5U+a7E+Xb9PUwZGacFdp+qO9P7y9XL8N1J/zLi+4eofHaSP1haqoZnnVOhambnF8vQwNLm/Y80dd3eUf3A4R7b8Mu/vv/UOD9AvUvtoU1GVvtx8wOo4cCBNrTbdMnudDlQ16omLhjrsEOqfE+jrpdd/OVbnDOuh+VsO6to3Dp9UDAAA0Fm27KvSRS98pwfnblGAj5denDFKb1wzVvERgVZHOymGYWhGSpyqG1v1xab9VseBG2lssWn5rjKNie/mcKdhuzvKPzicrLwKSZR/P+a2tH4K9vXSk99sV3Or3eo4cACmaeqhuVu1du8h3TCpry4aFWt1pBPm4+Whf1wxUjNT47Rid7mufCVL5bVNVscCAAAuprqxRQ/P26Lznl+uLfurdcOkvlp4z2RNH9rDoeclH48LR8XK39tTs9n6iy60cne5GlvsnPLrgNpV/hmG4WcYxlzDMHYYhrHRMIwFhmH0a/ucYRjGn9o+t9kwjEWdGxmu7Mi8v/7RQYoM8rU6jsMJD/TRLaclqqCiXnOy91odBw7grRV79MGaQp06IEr3TU+2Os5J8/Qw9Oj5Q3Rnen9t3lelS19aqX2VDVbHAgAALsA0Tc3bsE/ps5borZV7NTKum764faL+ePYgBfl6WR2vQ4X6e+u84T21sbBSW/ZVWR0HbiIjt1iSlJbEvD9Hczwr/16RNNA0zeGS5kl6re32OyQNkzTENM2hkq7s2IhwJ3vL63WgqpFVfz/jV6f0VfcQPz2XuUvVjS1Wx4GFvttVpke/zFHfyEA9d8VIeXq4xjvVhmHormkD9OfzBiu/vE4Xv7BCO4trrI4FAACc2O7SWs18PVt3vr9BrTa7/n7xMH1403gl9wixOlqnmZF6+OAPFg2gK5imqcycEsVHBCgxyrm3zruidpV/pmk2mqb5lWmaR04ZyJLUp+1//07SfaZpNrd97cEOTwm3cWTe3/hEyr+f4uftqbunDVBFXbNeXrLb6jiwSEF5vX797joFeHvq1avHuORMjV9O6KNnLh+hstomXfrySq0rOGR1JOBnmaapNXsqVFLdaHUUwCmYpqm1ew9pd2mt1VHgwhpbbJr17XZNf2aZvttVrsvH9FbGPVN02dje8nCRN05/yrDYMA2LDdW8DftZNIBOl3uwRvurGpWWFO0y2+ddyYnO/LtT0jzDMEIkxUg63zCM7LaPy3/sGwzDuNswjKIjH7W1/JHH/zpS/o3ry0m/P+fi0bEaEBOk15fn62AVLzLdTW1Tq65/e7WqGlr07JUj1S86yOpIneb8Eb302i/HqKnFrhmvZmvJjlKrIwE/qrCiXte9tUaXvLRSp/3fYr2+PF+tNmazAj8lv6xOV/9rlS5+cYXSZy1R2qzF+utXOVqzp0I2u3nsOwDaYdH2Ep3+9FI9l7lLCVGB+ujm8frbJcMUHuhjdbQuMyMlTvXNNs1dv8/qKHBxmbklkqR0tvw6pOMu/wzD+IOkfpLul+TV9uFvmmaKpMslPW0YxvAffp9pmk+Zphl75CMoyHVfrOLEmKaplXnlGhDDvL9j8fQwdN/0JDW22PXMwh1Wx0EXsttN3fXBBu0ortXvz0jSaUmuP0x3ysBozb4+RT5eHrr+rdX6fCOn1sFxNLfa9c9FuzTt6SXKzC3RmYO7q1ugjx79YpvOff47rd3LilXgaI0tNj29YIfOeGaplu0s00WjeumqlDjVNrbq5aV5uuSllRr7l4X67Ycb9c3Wg6pv5uR3HL8DVQ26ZfZaXfvGapXVNumBs5P1+e0TNaaP+y0wOHd4TwX7eWlOVoH+s5EP6HgZOcUK9PFkIY+DOq6ppoZh/FbSRZKmmqZZL6neMIxaSbMlyTTNPYZhfCdprKSNHR0Wrm1Peb2Kq5t0xuDuVkdxCqcNjFZK33D9e02hrpvYV/1jgq2OhC7wzMIdWrCtWOeP6KmbJydYHafLjI7vpg9vHq9fvJ6tO95fr8r6Zv1ifB+rY8HNrdhdpgfnbtHu0jolRAXqsfOHaEK/SDU02/TPRbv08tLduvjFFbpyXG/de2aSwgLcZ6UJ8GOW7CjVQ/O2aG95vQbEBOmxC4Z+/yLxsfOHaPO+Ki3MKdaCbcX6aG2RPlpbJB8vD03sF6lpg2KUnhSt6BA/i/9fwJG12Ox687s9enrhDtU32zR9SHc9dO4g9Qj1tzqaZQJ8vHTxqFi9uWKP1uw9pLFuWICi85XXNml9YaXOHNxdPl4nusEUnclob/tvGMbdkmbocPF36KjbX5G0wTTNFwzDCJe0XtKlpmmu+rn7i42NNYuKik48OVzOe6sKdP8nm/XijFGaPrSH1XGcwobCSl3wz+80NTlar/1yrNVx0Mm+3HRAv353nYb2CtWHN4+Xn7en1ZG6XGFFva7+1yrll9XpzvT++s3U/swUQZcrrWnSX77cprkb9svXy0O3p/XTDacmyNfrvx+Tu0pq9eDcLVqZV67wQB/dPz1Jl4yO5WcWbudgVaMe/WKbvtx8QP7envrN1P761cS+8vb86ReIhRX1WphTrIU5xcrOq1Br21bg4b3DdPqgGE1NjtGAmCAeT/jemj0VemDuFuUerFFceID+fP5gnTbQ9XdItMfO4hpNe3qpLhjRU89cMdLqOHBBH68t0j0fbtSTlwzTpWN6Wx3H7RiGsc80zdif/Zr2lH+GYcRKKpSUJ+nIkYtNpmmmGIYRIekNSUeWoLxgmuYLx7pPyj/80B3vrddnG/dr7QNTFcG233b79bvr9OWmA/rgxlSlcEqyy9q6v0qXvLhSgb5e+vz2U9z6Heyy2iZd88YqbdlXravHx+tP5w52+YHdcAw2u6l3s/fq799sV01jq04bGKU/nzdEcREBP/k9pmlq3ob9euzLHJXVNmlsn2567IKhGtid1dpwfa02u95auVdPfbtddc02nTE4Rg+dO1i9wo7vb1hVfYsW7yjRgm3FWrK9VDVNh7cCx4UHaGpyjKYOita4PuHy+pkyEa6roq5ZT8zP0b/XFMnH00M3T07Qraf1c8s3SX/O5S+v1PqCSq28P43XWuhwv56zTl9tOaBVf5iqqGB+vrpah5V/nYHyD0czTVMpj2eoW4CPvrnrVKvjOJU9ZXWa+tQSDekVqk9vncA74C6orLZJ5z//nUprmvTejSkaHc92jZrGFt30zlqt2F2uc4f31KxLh7PFAJ1qU1GlHpi7RZuKqtQj1E8PnztYZwyOaffv3KqGFs36drveydorT8PQdRP76o70/gr0Pa4JLIDTWLv3kB6Yu0U5B6oV281ffz5vsNKTT34IfHOrXavyK7Rg20EtzCnRvsoGSVKov7dOGxilqYNiNHlAlIL9vE/6WnBsdrupD9cW6q/zc1VZ36JT+kXokfOHKDGK2fI/5rON+3XHe+t1//Qk3TQ50eo4cCHNrXaNfnSBEqODNPfXp1gdxy21p/zjGSccQn5ZnUpqmnQW232PW5/IQM1MjdebK/Zo/paD/Dt0Mc2tdt06e532VTbo7xcPo/hrE+znrX9dM1a/eX+DPt+4X1UNLXpp5igF+PBnDR3r6NLOwzB046kJuvMESrtQf289cv4QXTI6Vn/8dIteXpqnzzfu10PHWSICjq6yvll/+zpX760qlLenoV+flqjbTusvf5+OWYXl4+Whif0jNbF/pP50nqmcAzVasO3w9uC5G/Zr7ob98vY0lJoQodMHxSg9OUY9j3OlIRxfzoFqPTB3i9buPaSoYF89e+VInTusB79Lf8aZg7srItBH764q0A2TEtg1gQ6zZk+Fappale4GBxE6M1b+wSHMyd6rP366RS/NHKUzh1BeHa/y2iZNfnKxIoN8tODuyT87QwfO5Q+fbta72QW6ZkIf/em8wVbHcTg2u6k/frpZ768u1IjeYXrjmrHqFsihCjh5pmnqs4379egXh7frjonvpscuHKKk7iEnfd8/3D6clhStP583WL3Df3r7MODoTNPUR2uL9Nf5uaqoa9b4hAg9esFg9Yvuui3uB6oatDCnRAu3FWvl7nI12+ySpME9QzStbU7g4J4hFEROrLapVc8s2KE3VuyRaZq6enwf3X36AIWw0rNd/vZ1rl5cvFtv/2qcTh0QZXUcuIhHv9im15fn68s7Jmpwz1Cr47gltv3Cadz+3np9vnG/1j04TeG8cD8hz2Xs1KwFO/TI+YN1NaeguoR3svbqwblbdEq/CL117ThmGf0E0zT15Dfb9cLi3eofHaS3rxvn1jMRcfJ2ldTqoXlbtGJ3uboFeOv+s5J1yajYDl8lUVLTqMe/zNHcDfvl5+2h29P664ZJCWxhh9PZfrBGD8zdrNV7DikyyEcPnD1I54/oaWnJVtPYomU7y7RgW7Eyc0tU1dAiSeoZ6qepbUVgakIEjzcnYZqm5m85qEc+36aD1Y0a3jtMf7lgiIb0omg4HoUV9Tr1yUWalhyjV64eY3UcuIjT/m+xGpptWnl/Gm+uWITyD07BNE2NezxDEYE++vo3zPs7UfXNrZry5GLZ7KaW/P40BTFHyqll5ZVr5mvZ6hnmr3m/PoXVbO3w2rI8PfZljnqF+evt68Yx8wfHrbHFpuczd+nlpbvVYjN1xdjeuvfMpE5//K3YVaYH5m1RXmmdEqMC9egFQzQhMbJTrwl0hLqmVv0jY6deX54vu2lqZkq8fnvGQIX6O9YqrFabXWv2HtKCbcVasK1YBRX1kqQgXy9NHhilackxOm1gtEIDHCs3DttbXqeH5m3Vkh2lCvHz0u/PTNKV4+LkybbVE3LNG6u0bGeZlt97Gm+W4qTlldYqbdYSXZUSp8cvHGp1HLdF+QensKukVlOfWsK2xg7w3qoC3f/JZt2R3l93TxtgdRycoMKKep3/z+/U1GLTp78+RQNiOBW0vT5eW6Tff7xJof7eevPasRoWG2Z1JDiJRbkleuizLSqsaFBS92D95cIhXTpjs6nVpteW5evZjJ1qarXrghE99cezB3FiHhySaZr6ZmuxHvl8q/ZXNWpor1A9dsEQDe8dZnW0YzJNU7tKavVt25zADYWVMk3J08PQuD7hmjooRqcPimEbvgNoarXp5SV5+ueiXWpqteuikb10/1nJ/F48SQu3Fev6t9fozvT+uovXCzhJR958f/2XYzrkUCecGMo/OIXZWXv1wNwtemnmaJ05pLvVcZxaq82uM55Zqv2VjVryuymKDvGzOhKOU11Tqy5+cYVyD9bolV+M1umDeUwcr4XbivXrd9fJy8PQq1eP0YR+rKDCT9tf2aA/f75V32wtVqCPp+6aNkDXTOhj2Tb7wop6PfzZVmXmlijYz0u/P2OgrkqJZ4ULHMYPf0Z/d8ZAzXDin9GSmkZl5pRoYU6xlu0sU1Pr4TmBA2OCD88JHBSjYb1CORyhiy3fWaYH521Rflmd+kUH6bELhig1IcLqWC7BZjc16W+Zspmmvrs3jbEyOClXvpKl9YWHtOGh0+Xn3TEHO+H4Uf7BKdz27jp9ufmA1j84TWEBbG08WQu2FeuGt9ew9NoJ2e2mfv3uOs3fclD3TBug29P7Wx3Jaa3eU6FfvblaTS12/eOKEZrOKdj4gRabXf9anq9/ZOxUfbNNZw3trgfPGeQQW6COrKr68+dbdaCqUcNiD6+qYiUrrNTUatOrS/P0XOau71en/uHsZEUHu84bjfXNrVq+s0wLc4qVkVOi8rpmSVJ0sK/Sk2M0bVC0JiRG8gK3E5VUN+rRL3P0+cbDs1DvSO+v6ycyC7WjHZkVzuILnIyqhhaNfnSBJg+I0uvXjLU6jluj/IPDM01TY/+SoahgX82/c5LVcVyCaZq67OWVWldQqW9+c6r6RTP3zFn8Y+FOPb1wh84e2kPPXzWSgbknKedAta7+1yqV1zbpLxcO1ZXj4qyOBAexek+FHvh0i7YX1yguPECPnD9YUwZGWx3rf9Q1terZtnlqNtPUL1Ljdc/pjjdPDa7v6LmUCVGBeuz8IS6/qtpmN7Wh8NDh7cHbirW7tE6S5O/tqVMHRGpqcozSk2M4qK6D2Oym3lm5R7O+3aGaplZNTY7Ww+dyCnpnKalu1IQnMjU+MULvXJdidRw4qS827ddt767XXy4cohkp8VbHcWuUf3B4u0pqNPWppbr2lD56+Fzm/XWUdQWHdNELK3T6IE7ychZfbzmom2ev1aAeIfrolvEK8OHAlo5QUF6vma9nq6CiXr87Y6BunZJIqerGymub9MT8XH24tkg+nh66eUqibp2S6PCreP77JFVfPXB2suUnqcI9HH0ita9X2yqsSX3l6+XYj5nOkFdaq4U5xVq4rURr9lbIbkoehjQ6vtvh7cHJMUrgoKkTsqGwUn/8dLO27q9WrzB//em8wZo2iNlhne3WOWv11eaDWvzbKeoTGWh1HDihuz/YoE/W79PK+9McYueEO6P8g8N7J2uvHpy7hdlmneCW2Ws1f8tBfXTzeI3p03VD63H8cg9W66IXVsjf21Of3T5RvcL449mRSmoa9ct/rVbOgWpdN7Gv/nhWMrOb3IzdbuqDNYX629e5qqxv0cR+kXrk/MFO9ULdbjf10boi/fWrHB2qb9GExAg9cv4QVnejU9jspuZk79WT32xXTWOr0pKi9efzWIV1RHltkxZtL9XCbcVaurNU9c02SVJCVKCmDYrRtOQYjYzr5rRzELtKVX2L/vZNrt5bVSBPw9D1kxJ0R3o/3gDtIt/tKtOM17J106kJuv+sZKvjwMnY7KbGPLZAPUL99RU7+CxH+QeH9+s56/TVFub9dYa80lpNe3qphseG6uNbJrBCxEFV1DXr/H8u18GqRs25PlXj+lLUdoaqhhbd8NYardpToYtG9tLfLhkmbwZcu4Vt+6v1wNzNWldQqehgXz14ziCdM6yH0/5OPFTXrL9/k6v3VhXK29PQjacm6LbT+svfx/1WYqFzbCqq1ANzt2hTUZV6hPrp4XMH64zBMU77mOlsjS02rdxdrm+3FSsjp1glNU2SpIhAH6UlRWvqoBhN6h9JoXUU0zT1ybp9evyrHJXXNWtc33A9dsEQDYgJtjqaWzFNU+mzluhQfbNW3p/u8Kvg4VjW7q3QxS+u1O1p/XTP6QOtjuP22lP+8VcIljFNU1l55UruHkLx1wkSooJ01bg4vZO1V99sLWaYrwNqsdn16znrVFjRoMcvHErx14lC/b319nXjdNu76/TJ+n2qbGjRP68aRWHiwmqbWvX0gh16c8Uemaapa0/po7unDVCwn3PPy+sW6KO/XjRMl4zurQfmbtE/F+3WvA379cj5g5WWxDY5nLiqhhbN+na73snaK0/D0E2nJuiO9P4K9OXlws/x8/bUaUnROi0pWnb7EG3eV6UF24q1MKdYH64t0odri+Tr5aGJ/SI1dVCM0pOjXeqQlOO1s7hGD8zdouz8CkUE+mjWpcN10ahelMsWMAxDV6XE6bEvc/T1loO6YGQvqyPBiWTklEiS0pIcb2Yyfhwr/2CZncU1mvb0Ul03sa8ePGeQ1XFcUmlNk6Y8uUgxIX765q5TWenkYB6et0VvrdyrX6TG69ELhlgdxy202uy69+PN+nhdkcbEd9Pr14zl8AQXY5qmvtp8UI98sVXF1U0a0TtMj10wREN6hVodrcO12ux6c8UePb1gh+qabTpjcIwePnewejI6AMfBNE3N27Bfj32Zo7LaJo3t002PXTBUA7uzCutkFVbUf18EZudXyGY//LprRO+ww9uDB8Wof3SQWxRf9c2tejZjl15bliebaeqqcXH6/RlJCg3gb7CVKuubNe7xDA3rFaqPbplgdRw4kTOfWarSmiat/uNUxuk4AFb+waFl5ZVLklITIixO4rqign11w6kJembhTn2wulAzUzmFyVG8v6pAb63cq9SEcD10LuV3V/Hy9NCTlwxTeKC3Xl2Wr8tfXqm3fzVO0SHuuwrDlewpq9NDn23V0h2lCvHz0l8uHKIrx8a57JNSL08PXT8pQecM66lHv9imLzcf0LKdZbozvb9+NbEvb/jgmHaV1OqheVu0Yne5ugV46++XDNMlo2Jd9jHT1XqHB+hXE/vqVxP7qqq+RYt3lGjBtmIt2V6qDYWVevKb7YoLD/j+wJCxfbrJywUftwu2FetPn23VvsoGDe4ZoscuGKKRcd2sjgVJYQE+OmdYD32ybp9yD1YrqXuI1ZHgBIoO1Sv3YI0uGc3fC2fCyj9Y5tY5hw+k2PDg6bzr14nqmlo1+cnFkqQlv5vC9h0HsHpPha56NUsxIX767LaJCg9k23tXM01TLy3J09++zlXvcH+986sUTrpzYo0tNr28JE//XLxLza12XTwqVveflaTIIF+ro3WpxdtL9PBnW7W3vF4DY4L12IVDNJYDn/AjGppten7RTr2yNE8tNlNXjuut35+RpG78PeoSza12ZeeXa+G2Yi3YVqz9VY2SDo+oSEuK1tTkGJ06INLpxxQUHarXnz7bpoU5xQry9dI9pw/QL1LjXbLgdGbrCg7pohdWsBMF7fbOyj16cN5WvThjlKYP7WF1HIgDP+DATNPU6McWqmeYn764ndOBOtvsrL16YO4W3TV1gO6c2t/qOG5tX2WDzn9+ueqbbfr4lglK7sE7rFb6YHWB7v9ks8IDffXWr8ZqcE/X2xrq6pbtLNVD87Yqv6xO/aOD9NgFQ5TixivKG1tsenHxbr24eLeabXZdOjpW901PUoSbFaH4aZm5xXpo3lYVHWpQco/Dq7BGx7MKyyqmaWrbgWot3FaiBTkHtWVftSTJx9NDqYkRmpZ8+NCQHqHOs52/udWu15bn6dmMnWpssevc4T314NnJrLJ3UKZp6qxnl6uwol7Zf0hnoQCO6Zo3Vum7XWVa9+A0p3+TwlVQ/sFh7Siu0elPL9X1E/vqAeb9dboWm11nPL1UB6sbteR3pykqmBeBVmhotumSl1Zo6/5qvTRzlM4cwjtljuDrLQd1x/vr5evpodd+OcatiyNnUlzdqEe/2KYvNh2Qv7en7kjvr+sm9pWPFytKJCm/rE4PzduiZTvLFBbgrXvPTNLlY3qzPceN7a9s0J8/36pvthYr0MdTd00boGsm9GEVloPZX9mgjJxiLcgp0crdZWqxHX6tNqRXiKYmH54TOKhHiMPOCczKK9eDc7doZ0mt+kYG6pHzB2tS/yirY+EY5mTv1R8/3aLHLxyqq1LirI4DB1bf3KoRjyzQuD7hmn19itVx0IbyDw7rrRV79PBnW/Xa1WM0dRCnE3aFr7cc1M2z17Kk3yKmaer299bri00HdGd6f901bYDVkXCUFbvLdOPba9Vis+v5q0ZpGr+XHFarza63V+7VUwt2qLapVdMGxejhcwcptluA1dEcjmma+nLzAT3y+TaV1DRpVFyYHrtgqAb1ZMWxO2mx2fWv5fn6R8ZO1TfbdPbQHnrwnEHqHsoqLEdX09iipTvKtDCnWJm5JapqaJEk9Qrz19S2FYEpfSMc4k2PstomPf5Vjj5Zt08+Xh667bR+uvHUBPl5e1odDe1Q29SqlL8sVHxEoL68Y6LDlsuw3oJtxbrh7TV66JxB+tXEvlbHQRvKPzisW2av1TdbD2r9Q6dz0mYXMU1Tl7y0UhsLK/XtXacqISrI6khu5Z+LdunJb7brjMExenHGaFbfOKAt+6r0y3+tUmVDi564aKguHdPb6kj4gfUFh/TA3C3aur9avcL89efzBvMGUjvUNLboqQU79NaKPTIMQ9dM6KO7pg1QEFu7XN7qPRV64NMt2l5co/iIAP35vMGaMjDa6lg4AS02u9bsOaSFOYfnBBZU1EuSgn29NHlglKYNitGUgdFd/rzabjf17qoC/f3rXFU3tmrygCg9cv5gxUcwR9fZPDB3s2ZnFejTWydwIAt+0v2fbNJ7qwq15HdTeJw7EMo/OCS73dSYvyxUrzB/fX77RKvjuJU1eyp0yUsrNX1Id704c7TVcdzGwm3FuuGdNRoYE6yPb5nALBUHlldaq1+8vkr7Khv0h7OSdOOpiVZHgqSq+hb97ZtcvbeqQJ6GoRtOTdDtaf0U4MNj6Xhs2VelB+Zu0YbCSsWE+OqhcwbrrKHdWeHhgsprm/TX+bn6aG2RfDw9dPOURN06JZFVWC7CNE3tLKnVgrYDQzYUVkqSvDwMjesb/v324N7hnbsiesu+Kv1x7hZtLKxU9xA/PXTuIE0fwu8UZ5VzoFrT/7FMF4+K1azLhlsdBw7INE2lPJ6hYD8vZdwzxeo4OArlHxxS7sFqnfnMMt0wqa/+eDbz/rrajW+v0bfbivXJrRM0inf1Ot3O4hpd+MIKeXsa+uy2iZ3+RBwn72BVo67+V7Z2FNfqpskJuu/MJF7IWMQ0TX28bp/++lWOyuualdI3XI9dMET9Y4Ktjua07HZT768u1N++zlVVQ4tOHRClR84bzGnXLsJuN/XBmkI9Mf/wf99J/SP1yPlD1Jf/vi6tpKZRmTklWrCtWMt3lamp1S5JSuoe/H0ROLRXaIftOqhubNFT3+7Q2ysPrya+dkIf/YbVxC7h4hdXaMu+KmX/IV1hAZz+jf+2ZV+VznluuW48NUF/OCvZ6jg4CuUfHNKb3+XrT59v0+u/HKP0ZLZrdbVdJbU645mlGh3XTR/clEqp0Ymq6lt0/j+Xq/BQg965bpwmJEZaHQntVFnfrF+9uVrrCip12ZhYPX7hUIbid7EdxTV6YO4WrcqvUESgj/54drIuHNmL31kdpKy2SX/9KlcfryuSj5eHfj2ln26azHwuZ7Z1/+GVnesLKhUd7KsHzxmkc4b14DHjZuqbW7VsZ5kWbjs8J7C8rlmSFB3sq/TkGJ0+KEbjEyNO6LFumqY+33RAj36xTaXMEXVJn6wr0t3/3qgHzk7W9ZMSrI4DB/OPhTv19MIdev/GVKVyQJ5DofyDQ7r5nbX6dttBbXj4dIVwNLgl7v9ks95bVaBXrx7DwQadpNVm17VvrtaynWV65PzBunp8H6sj4TjVN7fq1jnrtHh7qU4fFKNnrxxJMdIF6ptb9WzGLr22LE8209RV4+L0+zOSFBrA34vOkJ1Xrgc4mdOp1Ta16qlvd+jNFfmSpF9O6KO7pw1QMM+x3J7Nbmp9wSEtaJsTmFdaJ0kK8PHUqf2jNHVQjNKSohUeeOwVXnmltXpo3lYt33X4BPH7pyfp0tGcIO5qGltsSv1rhsIDfJRxz2TePMB/Of/55covq9PaB6fJmzfFHQrlHxyO3W5q1GMLFBceoM9uY96fVUqqGzX5ycXq1c1fX985iRVNneDRL7bp9eX5unJcbz1+4VCePDmpFptdv/1wo+Zt2K/UhHC9evUYXlB3om+3HtSfP9+mfZUNGtIrRI9dMFQjeodZHcvltdjsen15vv6xcKcaWmw6Z9jh02BjQjgN1pGZpqmvNh/UI19sVXF1k0b0DtNjFwzRkF6hVkeDg9pdWquMtiJw7d5DspuShyGNiQ/X1EHRmjao+/9sEW9ssemFRbv00pI8NdvsumxMrO6bntyuwhDO6S9fbtOry/L17vUpmtCPXSs4rKSmUeP+kqFzh/fUc1eOtDoOfqA95R+DGdClthfXqLK+RZeNYZmwlaJD/HTDpL56NnOXPlxbpCvHxVkdyaV8tLZIry/P19g+3fTn84ZQ/Dkxb08PPX3ZCHUL8NGbK/boiley9Oa14xQV7Gt1NJdSWFGvP3++VQtzShTs66U/nTtIvxjfR56sKOkS3p4eunlyos4Z1kN//nybvth0QIu3l+ruaQN09fh43iByQHvK6vTQZ1u1dEepQv299fiFQ3XFWFZh4eclRgUpMSpIN56aqPLaJmXmlmhhTrGW7ijTqj0VevyrXCVGBWrqoMPbg6sbW/XwvK0qqKhXUvdgPXbBEI3pE271/w10sqtS4vXqsnzNyS6g/MP3FueWSpLSkzgx3lmx8g9d6o3v8vXnz7fpjWvG6jR+cViqtqlVk/++SJ4ehhb/bgqnZnaQdQWHdMXLWYoM8tFnt09UZBAlkSswTVPPZe7SUwt2qE9EgN65LoXDWzpAc6tdry3P07MZO9XYYtd5w3vqgbOTFc2KM0st3Fashz/bqn2VDRrcM0SPXTBEIzkgyiE0ttj00pLdemHxbjW32nXxqFjdf1YSf2twUhpbbFqxu0wLth0uA0trmr7/XICPp+6aOkDXnNKHbX5uZOZr2crKK9eK+9L4mwxJ0k3vrDm8aviBaerGyl+Hw7ZfOJwb316jhTnF2vjw6WydcwBvr9yjh+Zt1W9PH6Db0vpbHcfpHaxq1LnPL1dNY4s+unkCW69c0DtZe/XQvC2KCvLVO9elaGB3Tp09USt3l+vBeVu0q6RWCZGBeuT8IZrYnxUGjqKh2abnMnfq1WV5arWbunJcnO5l9qKllu0s1YNzt2hPeb36RwfpsQuGKIWB6+hgdrupTfuqtGDbQdU12XTjqQnqGeZvdSx0sa+3HNDNs9fxGgGSpKZWm0Y+skCDe4bow5snWB0HP4LyDw7Fbjc18tEF6hMRoHnM+3MILTa7pj21RGW1zVryuymKYOXACWtssemyl1dqU1GVnrtypM4d3tPqSOgkX2zar7s+2CB/b0+9ce1YjY5nC9TxKK1p0uNf5ejT9fvk6+Wh207rpxsnJ8jXi8NUHNGuksOnLmflHT51+f6zknXxKE5d7krF1Y165Itt+nLTAfl7e+rOqf113cS+rMIC0GlabHad8kSmvD09tPT3pzGGw80t3VGqq/+1SveemaRbpiRaHQc/oj3lH88a0GVyD9aoqqFFqYm8S+0ovD099Pszk1Tb1KrnMndZHcdpmaap+z7epE1FVfr1aYkUfy7unGE99a9rxqrVbmrGa9lalFtidSSnYLObeidrr9JnLdan6/dpysAoLbhrsm5P70/x58D6RQfrvRtS9fTlw2UY0m8/3KjLX87SjuIaq6O5vFabXf9anq/0WUv05aYDmjYoRgvuPlU3T06k+APQqbw9PXTFuDjtq2zQ4u08z3F3mW3PddOTGdvlzHjmgC6zMq9ckpTKFhWHMn1Id43oHabZWXu1p6zO6jhO6ZWleZq7Yb+mJkfrnmkDrY6DLjCpf5TevSFV/t6euuHtNZq7fp/VkRzaln1VuuiF7/Tg3C0K8PHSizNG6Y1rxiougrmJzsAwDF04MlYZd0/RzNQ4rd5bobP+sUx/nZ+j+uZWq+O5pHUFh3Te89/pkS+2KdTfW69dPUavXj1Gsd14zADoGleO6y0PQ5qdtdfqKLCQaZrKyC1WbDd/9Y8OsjoOTgLlH7pMVl65PD0MjeWUMIdiGIbun56kVrupJ7/dbnUcp7Noe4me+DpX/aOD9PTlIzhp0Y2M6B2mD28er6hgX/3mgw1647t8qyM5nOrGFj08b4vOe365tuyv1g2T+mrhPZM1fWgPto06odAAbz12wVB9euspSuoRrJeX5GnaU0v17daDVkdzGZX1zbr/k826+MUV2llSo1unJGrh3ZM1dVCM1dEAuJkeof5KT47R4h2lKqyotzoOLLKrpFaFFQ1KT4rmuZuTo/xDl7DbTa3Kr9DQXqEK8uVUWUeTkhChqcnR+nLTAW0srLQ6jtPYXVqrO95brxA/b7169RgOsXFD/aKD9fEtE5QYFag/f75Ns77dLqtm6ToS0zQ1b8M+pc9aordW7tXIuG764vaJ+uPZg/gb4AJG9A7TvF9P1J/PG6zqhhbd+M5aXf/Wal4cngTTNPXR2iKlz1qi91YVKKVvuObfOUm/PzNJ/j5siwdgjZmp8TJN6b1VBVZHgUUy2rb8piXzJpSzo/xDl9h2oPrwvD+2/Dqse89MkochPf5VDuVFO1Q1tOiGt9aorqlVz181Un0iA62OBIv0DPPXhzdP0PDYUD2XuUt/nLtFNrv7PoZ2l9Zq5uvZuvP9DWq12fX3i4fpw5vGK7lHiNXR0IE8PQz9ckIfZdwzWecN76mFOSWa9vQS/XPRLjW32q2O51R2FNfo8pez9NsPN8owpKcvH673bkhVv2hOEwdgrUn9IhUXHqB/rynkd7ubyswpUYCPp1L6snvP2VH+oUtkfT/vj18ajqp/TLAuHd1b2fkVWsRg359ls5u64731yiur0x/PHqRJ/aOsjgSLhQf6aM4NqZrYL1LvZhfojvfWq6nVZnWsLtXYYtOsb7dr+jPL9N2ucl0+prcy7pmiy8b2Zju8C4sO8dOzV47U7OtS1DPUX09+s11nPbtMK3eXWx3N4dU3t+qv83N01j+WafXeCs1MjVPG3VN04chYtlYBcAgeHoauSolTWW2zvmHEg9uprG/Wmr0VmtgvUn7erEJ3dpR/6BJZeRXM+3MCd00bID9vD/1t/na3Xrl0LH//OldLdpTq0tGx+tUpfayOAwcR5Oul168Zo7OH9tCXmw/oujfXqLbJPQ5DWLS9RKc/vVTPZe5SQlSgPrp5vP52yTCFB/pYHQ1dZGL/SM3/zSTdM22ACivqdeWrWbrrgw0qrWmyOprDMU1T32w9qGlPLdXLS/KU1CNYn956ih67YKhCAxgfAcCxXDo6Vj6eHpqTzcEf7mbJjlLZTU75dRWUf+h0NrupVfnlGhYbqkBmPTm07qF+um5iX20vrtHH64qsjuOQPl1fpJeX5mlUXJgeu3AIqzPwX3y9PPXslSM1IyVOy3eVacarWaqoa7Y6Vqc5UNWgW2av1bVvrFZZbZMeODtZn98+UWN4o8ct+Xp56vb0/lpw12RNGRilT9fvU/qsxXonay9vKLUprKjX9W+t0U3vrFV1Q4v+fN5gzfv1RI3oHWZ1NAD4URFBvpo+tLuy8iq0q6TG6jjoQhk5h3eDnTaQ8s8VUP6h0+UcqFZ1Yyvz/pzETZMT1S3AW099u0MNze61bfFYNhZW6t6PN6t7iJ9e+sVo+Xqx/B3/y9PD0GMXDNEdaf20sahKl7y0QvsqG6yO1aFabHa9ujRP6bOWaP6Wg5o+pLsy7pms6yclyNuTpxbuLi4iQG9cM1YvzhilAB8vPTh3iy564Ttt2VdldTTLNLfa9c9FuzTt6SXKyC3RecN7KuOeyfrlhD7yZFs8AAc3IyVekjQnm4M/3EWrza7F20s0LDZU0SF+VsdBB+AZOjrdkXl/4yn/nEKIn7fuSO+vg9WNemNFvtVxHEZJdaNufGeNDEmvXD1a0cH8EcRPMwxDd58+UA+fO0h5pXW65MUVLvNu+Zo9FTr3ueX6y1c5igzy1RvXjtWLM0erR6i/1dHgQAzD0PShPbTwnsm6YVJfbdlfrfOeX66H521RdWOL1fG61IrdZZr+j6V68pvt6hnqr9nXpejZK0fyYgqA0xjbp5sGxATp47VFLA5wE2v3HlJ1Y6vSklj15yoo/9DpsvLK5eVhaHR8N6ujoJ1mpMQrLjxALy7a7dJbFturscWmm2avVXF1k/5+yTANiw2zOhKcxLWn9NUzl49QaU2TLn1ppTYUVlod6YRV1DXr3o826ZKXViqvtE53pPXTt3edylYQ/KwgXy/98exB+vKOiRoV101vrdyr9FlLNG/DPpc/Wb60pkl3fbBBV72araJDDbpn2gDN/80kTewfaXU0ADguhmFoRkq8qhtb9fmm/VbHQRfIzD285Tc9KcbiJOgolH/oVDa7qez8Cub9ORkfLw/99oyBqmlq1fOZu6yOYynTNPXA3C1aX1CpmyYn6PwRvayOBCdzwcheevWXY9TQYtNVr2Zp2c5SqyMdF7vd1AerC5Q+a7E+WFOoU/pFaP5vJunu0wdy8hvaLal7iP5903j9/eJharXZdef7GzTz9WztLq21OlqHs9lNvbNyj9JmLdan6/dpysAoLbhrsm5P78+4CABO68JRveTv7ak5WRz84Q4ycksUHeyrwT1DrI6CDkL5h061bX+1apj355TOGdpDw2JD9U7WHhVW1FsdxzL/+m6PPlpbpNMGRun3ZyRZHQdO6rSB0ZpzfYq8PAz96s3V+sJJ3jXPOVCtS19eqXs/3iwvTw/944oRmn1dihKjgqyOBifk4WHosrG9lXnPFF0xtre+21Wu6c8s06xvt6uxxTW2kW0uqtJFL3ynB+dtVZCvl16aOUpvXDNWcREBVkcDgJMS4uet80f01MaiKm0uct8Zru5gb3mddpXUKi0pWh7MpXUZlH/oVN/P+0uk/HM2Hh6G7puepBabqSe/2W51HEss21mqv3y5TQlRgfrHlSMZyo6TMjo+XB/ePEHdAnx0+3vr9Y4Dv3Ne29Sqx77YpnOeW671BYd0zYQ+yrhnss4f0YsTrnHSugX66ImLh+njW8YrISpQz2Xu0ulPL9Wi7SVWRzth1Y0tenjeFp3/z+Xasr9aN0zqq4V3T9aZQ3rwmAHgMv5z8IfjPofByTuy5Zd5f66F8g+daiXz/pzahMRInTYwSp9t3O927/DtKavTbe+uV6Cvl167eoxC/LytjgQXMLB7sD6+ZYLiwwP04Nwt+sfCnQ4198w0Tc3ffEBTZy3Ra8vzNaRniOb9eqL+dN5gHgPocKPjw/XF7RP1wNnJKq9t0rVvrNYts9fqQJXznI5tmqbmbdintP9bordW7tWouG768o6J+uPZgxh3AsDlDI0N1fDYUM3bsN/tDm9yJ5m5JfLx8tAp/ZhR60oo/9BpWm12rc6v0PDeYQrw4Qmws7p3epIMQ/rr/ByHKik6U01ji65/e41qGlv03JUjlcAWR3Sg3uEB+uiWCRrcM0RPL9yhP3++TXa79Y+tgvJ6Xfvmat0yZ53qm1v12AVD9Mmtp2hobKjV0eDCvDw9dP2kBC28Z7LOGtpd87ccVPqsJXp1aZ5abHar4/2s3aW1mvl6tu58f4Nsdrv+fvEw/fum8UrqznwkAK5rRmq8Glps+nTdPqujoBPUNrUqK69c4xMieBPLxVD+odNsO1CtmqZWjWfen1NL6h6ii0fFasXuci3Z4VwHFZwIu93UXR9s0K6SWt03PUlTOMkUnSAyyFfv35iqlL7henPFHt317w1qbrWm6GhqtenZjJ2a9vQSLd5eqotG9lLGPVM0MzWere7oMj1C/fXCjNF649qxigzy1V++ytG5zy3Xmj0VVkf7H40tNs36drumP7NM3+0q1xVtcwwvG9ub2UgAXN65w3oqxM9Lc7L3us3CAHeyfGepWmym0pN5DeRqKP/QaVbuPjzvj8M+nN/d0wbI18tDT8zPlc0BVih1plkLtmthTokuHNlLN0xKsDoOXFiwn7fe+tU4nT4oRvM27NcNb69RfXNrl2b4bleZpj+zTE8t2KHe4QF6/8ZUPXX5CEUF+3ZpDuCI0wZG69u7TtUdaf2UV1qnS15aqXs/2qSKumaro0mSFuWWaNrTS/Rc5i4lRAXq41vG64mLh6lboI/V0QCgS/j7eOri0bHaUVyr1XsOWR0HHSwj5/C8v9NYAOFyKP/QabLyyuXtybw/V9AzzF/XntJXuQdrNHe96y7x/3zjfv1z0W4Njw3VXy8aypB2dDo/b0+9MGOULh/TW0t2lGrma9mqrO/8kqOkulF3vLdeM17L1v6qBv3+zIH66o5JvFkDh+Dn7am7Tx+or38zSaf0i9AHawqVPmuxPlhdYNkW+f2VDbr5nbW69s3Vqqht1gNnJ+uL2ydqdHy4JXkAwEozUuIkcfCHq7HbTS3aXqKBMcHqHc4p9a6G8g+dotVm1+o9hzSid5j8fTytjoMOcMuURIUFeGvWt9vV2GKzOk6H27KvSr/7aKOig3318i/GyM+bn1t0DS9PDz1x8VDdPDlR6woqddnLK3WwqrFTrmWzm3rzu3ylz1qizzbu19TkaC24a7JundJPPl48JYBjSYgK0uzrUvTslSPl5emhez/erEtfXqmcA9VdlqHFZterS/M09akl+nrrQZ01tLsW3jNZ109KkJcnjxkA7qlfdLBSE8I1f/NBldc2WR0HHWTTviqV1TYrjS2/LolnLegUW/ZXq7aplVUkLiTU31u3ndZP+6sa9daKPVbH6VClNU268e01stull34xWt1D/ayOBDdjGIbum56kP56VrB3Ftbr4xRXKK63t0GtsKKzUec8v158+36YQf2+9evUYvfbLsbyzC4dmGIbOG95TGfdM1jUT+mh9wSGd89xyPfbFNtU2de42+TV7KnTuc8v1l69yFBnkqzeuHasXZoxWj1D/Tr0uADiDGSnxarbZ9eHaIqujoINk5hRLktKTKP9cEeUfOkVWHvP+XNEvxscrtpu//rloV5dsTewKza123TJ7rfZXNerxi4ZqVBzb1GGdG05N0JOXDNPB6kZd+tJKbS6qOun7rKpv0R8/3awLX/hO2w/W6ObJiVpw96maNiimAxIDXSPEz1t/Om+wPrttoob0CtVry/M1ddYSzd98oMMHzlfUNev3H23UJS+tVF5pne5I66dv7zqV+UcAcJQzBndXZJCP3s22biQDOlZGbonCArw1ktdDLonyD50iK69cPp4eFCkuxtfLU789faCqG1v1z0W7rI5z0kzT1MOfbdGavYd03cS+umR0rNWRAF06prdemjlatU2tuvLVLK3YXXZC92Oapj5ZV6T0pxZrTnaBxvYJ11d3TtJ905MU4OPVwamBrjGkV6g+uWWCHrtgiOqbW3XLnHW65o3V2lted9L3bbeben9VgdJmLda/1xTplH4R+vo3k3T36QMZBQEAP+Dj5aHLxvRWQUW9lu06secqcBwHqxq1dX+1ThsYLU9OrndJlH/ocC02u1bnVzDvz0WdN7ynBvcM0Vsr9qqwot7qOCflnay9em9VoSb1j9T905OsjgN8b9qgGL39q3EyJF3zr9X6esvB4/r+ncU1uuKVLN39740yTWnWpcP1wY2pGhAT3DmBgS7k6WFoZmq8Mu6ZootG9tKSHaU6/emlejZjp5paT2wm7bb91brkpRW675PN8vb00LNXjtTs61KUEBXUwekBwHVcOS5OhiHNzuLgD2eXmXv4lN80tvy6LMo/dLgt+6pU12xTagIn4LkiDw9D909PVrPNrqcW7LA6zglbsatMf/58m/pEBOj5K0cxuB0OJyUhQu/flKoQf2/dOmet3l9VcMzvaWi26W9f52r6P5Zp1Z4KXZUSp4x7Juvi0bGcXg2XExXsq6cuH6H3b0xV7/AAPbVgh858ZpmW72z/CpTaplY9+sU2nfv8cm0orNQ1E/oo457JOm94Tx4zAHAMvcMDNGVAlDJyirW/ssHqODgJmbnF8vQwdOqAKKujoJPwahcdLiuvQpKUmsi8P1c1sX+kJvWP1NwN+7R1/8nPJOtqBeX1uvXddfL39tRrvxyj0ABvqyMBP2pwz1B9fMt49ermr/s+2awXF+/+yflmC7cVa+pTS/Ti4t0aEBOsT26ZoMcvHKqwAJ8uTg10rdSECH11xyT9/syBOlDVoJmvZ+v299arpPqnT802TVNfbT6gqbOW6PXl+RrSK1Sf3TZRfzpvsEL8+JsAAO01MzVedlN6f3Wh1VFwghpbbFq+q0xj+3RTqD9/A11Vu8o/wzD8DMOYaxjGDsMwNhqGscAwjH4/+Jo0wzBshmH8plOSwmmsZN6fW7ivbZvsE/NzLU5yfGqbWnXD22tU1dCif1wxQv2i2QYJxxYfEaiPb56gpO7B+tvXuXr8q5z/GqxddKhe17+1Rte3/Vw/fO4gfXbbKQxrhlvx8fLQrVP6acFdkzU1OVqfb9yv9FlL9OZ3+bL9YBD93vI6XfPGat06Z53qm1v12AVD9MktEzSkV6hF6QHAeU0ZGK1eYf56f1WBWmx2q+PgBKzYXabGFrvSkzgMzpUdz8q/VyQNNE1zuKR5kl478gnDMEIlPSHpq46NB2fTYrNrzZ4KjYgLYzi2ixvcM1QXjuilZTvLtGxnqdVx2sVuN3X3Bxu0vbhGvz19oNKT+QMH5xAd4qcPbhqvsX266dVl+frdR5vU0GzTi4t3a9pTS7Uwp1jnDOuhjHsm69pT+rKNHW6rd3iAXvvlWL169RiF+HvrT59v03ltW3qbWm36x8Kdmvb0Ui3ZUaqLRvZSxj1TNDM1nuHmAHCCPD0MXTmut0pqmpSRU2x1HJyAjJy2eX/JzPtzZe067s80zUb9d7GXJem3R/3z85Iek3RRx0WDM9q8r0r1zTaNT2DLrzu4+/QB+mLTAT0xP1enJEbKw8FfPD2TsVPfbivWucN76tYpiVbHAY5LqL+33v5Vin797jp9vK5I32w9qNqmVvWNDNQj5w/WpP7MaAGOmDYoRqf0i9CzGbv02rI8XfjCd4oO9lVxdZP6RQfpsQuGKJXnKgDQIS4b21vPLNyp2VkFOnNID6vj4DiYpqnM3BL1iQhQQmSg1XHQiU50acCdOrz6T4ZhXCLJbprmZz/3DYZh3G0YRtGRj9ra2hO8NBxZVl65JPGE2k3EdgvQNaf00db91fps436r4/ys+ZsP6NmMnRrSK0R/v3gYg9zhlPx9PPXyL0brktGxarHZddfUAZp/5ySKP+BHBPh46b7pSZp/5ySN6xOu6oZW/f7Mgfrqjkk8TwGADhQd7KczBnfX8l1lyi+rszoOjkPOgRodqGpUWlIMr49cXLtW/h3NMIw/SOonKd0wjO6SHpA05VjfZ5rmU5KeOvLPsbGxPz6xHE5t5e5y+Xh5aGRcmNVR0EVunZKo91cV6MlvtuvMId0dcrv3tv3VuvvfGxUZ5KNXfjFG/j6OlxFoL29PD/3fpcP114uGypvtvcAx9Y8J1vs3pqrFZsrHi8cMAHSGGSlx+nLzAb2bvVd/PHuQ1XHQTpm5h7dqp7Pl1+Ud1zMgwzB+q8Nbe6ebplkvabSkHpI2GIaxR9Ilkh4yDOMvHR0Uju/wvL9DGsW8P7cSFuCj29L6aV9lg2Zn7bU6zv8or23SDW+vUavdrpdmjlbPMH+rIwEdguIPaD/DMCj+AKATjU+MUEJUoD5cW6TGFpvVcdBOGbklCvL10tg+4VZHQSdr97MgwzDulnSlpGmmaVZKkmmaX5qmGWOaZh/TNPtI+kjSI6Zp/rEzwsKxbSqqUkOLja00bujq8X3UK8xfz2XuUlV9i9Vxvtdis+vWOeu0r7JBj54/RGP4owYAAAB0OMMwNCMlXpX1Lfpq8wGr46AdymqbtKGwUqcOiOQNMjfQrv/ChmHESpolKUzSIsMwNhiGkd2ZweB8mPfnvvy8PXX3tAGqamjRC0t2WR3ne3/+fKuy8yv0y/HxumJcnNVxAAAAAJd18ahe8vXy0JzsAqujoB0Wby+VaUppSTFWR0EXaFf5Z5pmkWmahmmaiaZpjmj7SPmRr7vGNM1nOjwlnEJWXrl8vTw0oneY1VFggQtG9lJyjxC98d0e7a9ssDqO5mTv1eysAk1IjNAD5zB3BAAAAOhMYQE+Ond4T63de0g5B6qtjoNjyMwtlmFIUwZycJw7YG0nOkRz65F5f92Y9+emPD0M3Tc9Sc2tdj21YIelWbLzyvXwvK2KCw/QP68axWw0AAAAoAvMSDm822ZOtuPNAsd/NLfatXRHmUb0DlNkkK/VcdAFeEWMDrGpqJJ5f9Cp/SN1Sr8IfbyuyLJ3+4oO1euWOevk6+WhV68eo26BPpbkAAAAANzNiN5hGtwzRJ+u26faplar4+AnrN5TodqmVqUnccqvu6D8Q4f4z7w/DlRwZ4Zh6P7pyTJN6W9f53b59eubW3XD22tVUdespy8foYHdg7s8AwAAAOCujhz8Udds07wN+6yOg5+QkVMiiXl/7oTyDx0iK6/i8Ly/uDCro8BiQ3qF6vwRPbV4e6lW7CrrsuuapqnffbhJOQeqdfe0ATp9cPcuuzYAAACAw84f0VNBvl6anVUg0zStjoMfME1TGbnF6hHqp+QeLJZwF5R/OGlNrTat2Vuh0fHd5OvFvD9Ivz19oHw8PfTX+bmy27vmD/7zmbv05eYDOmtod92e1q9LrgkAAADgvwX6eunCkb2Uc6Ba6wsrrY6DH8grq9Pe8nqlJUXLMAyr46CLUP7hpG0qqlJji515f/he7/AA/WJ8vDbvq9IXmw90+vW+3XpQsxbsUHKPEP3fpcP5IwYAAABYaEbq4YM/Zmdx8IejyWzb8puezLw/d0L5h5OWtfvwvL/xiZR/+I/bTuunYD8vPflNrppabZ12ne0Ha3TXBxsUHuijV68erQAfr067FgAAAIBjS+oeojHx3fTFpgOqrG+2Og6OkpFbLD9vD01IjLQ6CroQ5R9O2sq8cvl5e2hYbKjVUeBAugX66JYpiSqsaNCcrIJOucahumbd8PYaNbXa9eKMUYrtFtAp1wEAAABwfGamxqu51a6P1hZZHQVtqhpatHrPIZ2SGCk/b0Z2uRPKP5yUplab1u49xLw//KhfndJXPUL99FzmTlU3tnTofbfa7LrtvXUqqKjXn84brBS2nQMAAAAO48wh3dUtwFtzsjn4w1Es3VEqm91UGlt+3Q7lH07KxsIqNbXaNZ7iBT/Cz9tTd00boEP1LXpp8e4Ove/HvszRd7vKNSMlTjNT4zv0vgEAAACcHD9vT102prfyy+q0om1UFKyVmXt43l9aEuWfu6H8w0lZ2fZLnMM+8FMuHhWrgTHB+td3+TpY1dgh9/nv1YV6c8UejesbrofPHdwh9wkAAACgY1057vDBH3OyOfjDaja7qUXbSzSoR4h6hPpbHQddjPIPJyUrr1z+3p4aFhtmdRQ4KE8PQ/dNT1Jji11PL9hx0ve3dm+F/jh3s3qF+evFGaPk48WvMQAAAMAR9YkM1KT+kfp2a7FKqjtmIQBOzPqCQ6qsb+GUXzfFq2acsMYWm9YVHNKYPt0oYPCzpgyMUmpCuD5cW6gdxTUnfD/7Kxt00zvr5OXhoVevHqOIIN8OTAkAAACgo81IiVer3dQHqwutjuLWMtjy69ZobHDCNhZWqqnVzpZfHJNhGLp/erLspvS3+bkndB+NLTbd9M5aldU2adZlwzWoZ0gHpwQAAADQ0aYmRysmxFfvrSqQzc7BH1bJzClRRKCPhrNrzy1R/uGErcw7Mu8v3OIkcAbDe4fpnGE9lJFboqy84xv4a5qmfv/RJm3eV6U70vrprKE9OiklAAAAgI7k5emhK8bGaX9Voxa1rT5D1yqsqNf24hqdlhQtDw/D6jiwAOUfThjz/nC8fnfGQHl7Gvrr/FyZZvvf9XtpSZ4+27hfpw+K0W+mDujEhAAAAAA62pXj4uTpYWg2B39YYtH2w6VrOlt+3RblH07I4Xl/lRrTp5u8PfkxQvvERwRqRkq8NhZW6qvNB9v1PZm5xfr7N7kaEBOkpy4fwTtVAAAAgJPpHuqn9KRoLdlRqsKKeqvjuJ2MnBJ5exqa2D/S6iiwCK0NTsj6gko1M+8PJ+D2tH4K8vXSk9/kqrnV/rNfu6ukRne+t0Gh/t567eqxCvL16qKUAAAAADrSzNR4mab07qoCq6O4lbqmVq3cXa6UvhEK9vO2Og4sQvmHE3JkZtv4RMo/HJ+IIF/dPDlBe8rr9d7P/OGvqm/R9W+tUX2LTS9cNUpxEQFdmBIAAABAR5rYL1LxEQH69+rCYy4CQMf5bleZmm12Tvl1c5R/OCFZeeUK8PHU0F6hVkeBE7puYoJiQnz1bMZO1TS2/M/nW2123fbeOu0pr9eDZydrQj+WpwMAAADOzMPD0FXj4lRe16yvt7ZvBBBOXmbbISvpyZR/7ozyD8etscWm9QWVGtMnnHl/OCH+Pp66a+oAldc165Wlef/z+Sfm52rZzjJdPqa3fjmhT9cHBAAAANDhLhkdKx9PD83J4uCPrmC3m8rMLVFiVKDiIwKtjgML0dzguK0rOKRmm13jmfeHk3DJ6Fj1iw7Sa8vyVVLd+P3tH68t0mvL8zU6vpseuWCwDIMDPgAAAABXEBHkq7OGdld2foV2FtdYHcflbd1frZKaJqUnx1gdBRaj/MNxy8qrkCSlJoRbnATOzMvTQ/edmaSGFpueXrhTkrS+4JDu/3SzeoT66aWZo+Xr5WlxSgAAAAAdaUZqvCRpTjYHf3S2jNxiSWLeHyj/cPyydpcr0MdTQ5j3h5OUnhytcX3C9cHqAn23q0w3vbNWhqRXfjFGUcG+VscDAAAA0MHGxHfTwJhgfbyuSPXNrVbHcWmZuSUK8fPS6PhuVkeBxSj/cFwamm3aUMi8P3QMwzB031lJspvSL17PVklNk/5+yTANjaVYBgAAAFyRYRiakRqnmsZWfbHxgNVxXFZJdaM2FVVp8sBoXruD8g/HZ/2ReX+JzPtDxxgV101nDe0uuyndMiVR54/oZXUkAAAAAJ3owpG9FODjqdnZHPzRWRZtbzvlly2/kORldQA4l5V55ZKkVA77QAd64uJhOm94T00b1N3qKAAAAAA6WbCft84f0VPvrSrUpqJKDYsNszqSy8nIKZGHIU0eEGV1FDgAVv7huGTllSvI10tDeoZYHQUuJMTPW2cO6SFPD072BQAAANzBjJS2gz+yOPijozW22LR8V5lGx3dTt0Afq+PAAVD+od2OzPsb26ebvJgZAAAAAAA4QUN6hWpE7zDN27hPVQ0tVsdxKdn5FapvtiktKcbqKHAQNDhot7V7D6nFZrLlFwAAAABw0makxKmxxa5P1xVZHcWlZOYUS5LSk5n3h8Mo/9BuWcz7AwAAAAB0kHOH91SIn5dmZxfINE2r47gE0zSVkVui2G7+6h8dZHUcOAjKP7RbVl65gn29NJh5fwAAAACAk+Tn7alLRvfWrpJarcqvsDqOS9hZUquiQw1KT4qWYTBTHYdR/qFd6ptbtbGoUmP7hjPvDwAAAADQIWakxkmSZmdz8EdHyMgpkSSlJTPvD/9Bi4N2+c+8v3CrowAAAAAAXERiVJDGJ0To6y0HVFbbZHUcp5eZW6wAH0+l9OW1O/6D8g/tcmTe3/iESIuTAAAAAABcyczUeLXYTP17TaHVUZzaobpmrd17SBP7RcrP29PqOHAglH9ol6y8CgX7emkQ8/4AAAAAAB1o2qAYRQb56t3sAtntHPxxopbsKJXd5JRf/C/KPxxTXVOrNhZWalzfcHl6MDAUAAAAANBxfLw8dMXY3io61KAlO0utjuO0MnIPz/s7bSDlH/4b5R+Oae3eQ2q1mxqfGGF1FAAAAACAC7piXG8ZhjQni4M/TkSLza4l20s0LDZU0SF+VseBg6H8wzEdmfeXmkD5BwAAAADoeLHdApQ2MFqZucXaV9lgdRyns3bvIVU3tiotiVV/+F+UfzimlXnlCvHzUnIP5v0BAAAAADrHjNQ42U3pg1Ws/jtemW1bftOTYixOAkdE+YefVdfUqk1FVRrXN4J5fwAAAACATjN5QLR6hfnr/dWFarHZrY7jVDJyihUd7KvBHNKJH0H5h5+1Zu8h2eymUhPCrY4CAAAAAHBhnh6GrkqJU0lNkxZuK7Y6jtPYU1an3aV1SkuKlgeLdvAjKP/ws1buZt4fAAAAAKBrXDamt7w8DM3O3mt1FKfx/ZbfZLb84sdR/uFnZeWVK9TfW4OY9wcAAAAA6GRRwb46Y0h3fberXHmltVbHcQqZuSXy8fLQKf1YtIMfR/mHn1Tb1KrN+6o0rm84S4cBAAAAAF1iZkq8JOndbA7+OJaaxhZl55drQmKEAny8rI4DB0X5h5+0ek9F27w/3j0AAAAAAHSN1IRwJUYF6qN1RWpssVkdx6Et31mmFpup9KRoq6PAgVH+4Sdl5R2Z98dhHwAAAACArmEYhmakxKuyvkVfbjpgdRyHltE27+80yj/8DMo//KSsvAqF+nsruTvz/gAAAAAAXefiUbHy8/bQHA7++El2u6lFuSVK6h6s2G4BVseBA6P8w4+qaWzRln1VSmHeHwAAAACgi4UGeOvcYT21rqBS2/ZXWx3HIW0sqlR5XbPSWPWHY6D8w49as+cQ8/4AAAAAAJaZkXr44A9W//24zLYtv+nJlH/4eZR/+FFH5v2NT6T8AwAAAAB0veGxoRrSK0Rz1+9TbVOr1XEcTkZOiboFeGtE725WR4GDo/zDj1qZV66wAG8NjAm2OgoAAAAAwA0dOfijrtmmuev3WR3HoRyoatC2A9U6bWC0PBnVhWOg/MP/qGbeHwAAAADAAZw3vKeCfb00O2uvTNO0Oo7DOLLlN40tv2gHyj/8jzV7KmQ3pfHM+wMAAAAAWCjQ10sXjuql3IM1WldQaXUch5GZUyIvD0OT+kdZHQVOoF3ln2EYfoZhzDUMY4dhGBsNw1hgGEa/ts+9cdTt3xmGMbZzI6Ozrdx9eN5fKvP+AAAAAAAWm5HSdvBHFgd/SFJDs03Ld5VpbJ9whfp7Wx0HTuB4Vv69ImmgaZrDJc2T9Frb7Z9KGtR2+18lfdixEdHVsvIq1C3AWwOimfcHAAAAALDWwO7BGtunm77YfECH6pqtjmO5lXllamq1c8ov2q1d5Z9pmo2maX5l/meDfZakPm2f+8w0zdajbu9lGIZXhydFl6hqaNHW/VVKTYhg3h8AAAAAwCHMTI1Xc6tdH60tsjqK5TJy2ub9JVH+oX1OdObfnTq8+u/Hbv/qqDLwe4Zh3G0YRtGRj9ra2hO8NDrTkXl/qcz7AwAAAAA4iDOHdFd4oI/eXVUgu919D/4wTVOZuSXqGxmohKggq+PASRx3+WcYxh8k9ZN0/w9unynpMkk3/tj3mab5lGmasUc+goL4IXVE38/7o/wDAAAAADgIXy9PXTomVvlldVrR9rrVHeUcqNGBqkZW/eG4HFf5ZxjGbyVdJGm6aZr1R91+uaSHJU0zTbO4YyOiK2Xllys80EcDYihnAQAAAACO46pxcZKkOdnue/BHZu7hyiWd8g/Hod3ln2EYd0u6UocLvsqjbr9M0mOSppqmWdDhCdFlDs/7q1ZqQrgMg3l/AAAAAADHER8RqFMHROnbbcUqrm60Oo4lMnJLFOzrpTF9wq2OAifSrvLPMIxYSbMkhUlaZBjGBsMwsts+PUeSn6R5bbdvMAyDPaNOaFV+hUzm/QEAAAAAHNTMlDjZ7KY+WF1odZQuV1bbpA2FlTp1QJR8vE70CAe4o3adymuaZpGkH10KZpqmd4cmgmWy8g7PTRhP+QcAAAAAcEBpSdHqEeqn91YV6NYpifLydJ8SbPH2Upkmp/zi+LnPowTHlJVXrohAH/WLZt4fAAAAAMDxeHl66IqxcTpQ1ahF20utjtOlMnOLZRjSlIFRVkeBk6H8gySpsr5Z2w5UKzUhgnl/AAAAAACHdfnY3vL0MDQ7y30O/mhutWvpjjKN7B2miCBfq+PAyVD+QdJR8/4S2fILAAAAAHBc3UP9NC05Rkt3lqqgvN7qOF1i9Z4K1Ta1Kj05xuoocEKUf5AkZeVVSJLGJ3BiEAAAAADAsc1IjZNpSu+uKrA6SpfIyCmRxLw/nBjKP0iSVuaVKzLIR4lRzPsDAAAAADi2UxIj1SciQP9eU6imVpvVcTqVaZrKyC1Wz1A/JXUPtjoOnBDlH1RZ36zcg9VKYd4fAAAAAMAJeHgYuiolThV1zfp6y0Gr43SqvLI67S2vV1pyNK/ZcUIo/6Dstnl/4xOY9wcAAAAAcA6XjO4tHy8Pzcly7a2/mW1bftOTmPeHE0P5B63cXS5JSqX8AwAAAAA4ifBAH509tIdW7anQjuIaq+N0mozcYvl5e2g8B3TiBFH+QVl55YoK9lViVKDVUQAAAAAAaLeZqXGSpDlZey1O0jmqGlq0es8hTewXKT9vT6vjwElR/rm5Q3XNyj1Yo1Tm/QEAAAAAnMyouG5K6h6sT9btU31zq9VxOtzSHaWy2U2lseUXJ4Hyz81l5x/Z8htucRIAAAAAAI6PYRiakRqvmqZWfbZhv9VxOlxm7uF5f2lJ0RYngTOj/HNzWXkVkpj3BwAAAABwTheM6KkAH0/NyXatgz9sdlOLtpdocM8QdQ/1szoOnBjln5vLyitXdLCvEiKZ9wcAAAAAcD7Bft66YGQvbd5XpY2FlVbH6TDrCw6psr5F6az6w0mi/HNj5bVNzPsDAAAAADi9GSltB39ku87BHxlHtvwmM+8PJ4fyz42tymfLLwAAAADA+Q3uGaqRcWH6bON+VdW3WB2nQ2TmlCgyyEfDeoVaHQVOjvLPjWXlHT7sY3wi5R8AAAAAwLnNSIlXY4tdn6wvsjrKSSusqNf24hqdNjBaHh7s1MPJofxzY1l5FYoJ8VWfiACrowAAAAAAcFLOGdZDof7empNdINM0rY5zUo6c8puezLw/nDzKPzdVXtuk7cXM+wMAAAAAuAY/b09dMjpWu0pqld025spZZeSWyNvT0MT+UVZHgQug/HNTR34RjmfeHwAAAADARVzVdvDH7CznPfijrqlVWbvLlZoQoSBfL6vjwAVQ/rmpI/P+OOwDAAAAAOAqEqOCNCExQt9sPajSmiar45yQ5bvK1GyzKy2JLb/oGJR/bmrl7nJ1D/FTPPP+AAAAAAAuZGZqvFpspv69ptDqKCckM+fwvD/KP3QUyj83VFbbpJ0ltRqfyLw/AAAAAIBrmTYoRlHBvnpvVYFsduc6+MNuN5W5vUT9ooMUHxFodRy4CMo/N5Sdd3jeX2pCuMVJAAAAAADoWN6eHrpibG8VHWrQ0h2lVsc5Llv2V6m0pknprPpDB6L8c0Mr88okMe8PAAAAAOCarhgXJw9DmpPtXAd/ZLDlF52A8s8NZeVVqGeon+LCmfcHAAAAAHA9vcL8lZYUrczcEu2rbLA6Trtl5pYoxM9Lo+O7WR0FLoTyz82U1jRpV0mtUhOY9wcAAAAAcF0zUuJlN6X3VxVYHaVdiqsbtXlflaYMjJaXJ3UNOg4/TW4mK69cElt+AQAAAACu7dQBUYrt5q/3VxeqxWa3Os4xLco9vOU3PZktv+hYlH9uhvIPAAAAAOAOPD0MXTkuTqU1TVqwrdjqOMeUkVsiD0OaPCDK6ihwMZR/biYrr1y9wvzVO9zf6igAAAAAAHSqy8f2lrenodlZjn3wR2OLTct3lmlMfLjCAnysjgMXQ/nnRkqqG7W7tE4pCeHM+wMAAAAAuLzIIF+dOaSHVuwu1+7SWqvj/KSsvHI1tNiUxpZfdALKPzeSlV8hiS2/AAAAAAD3MSMlTpL0brbjHvyReWTeXxLlHzoe5Z8bOTLvbzzlHwAAAADATaT0DVe/6CB9tLZIjS02q+P8D9M0lZFTot7h/uoXHWR1HLggyj83krX7yLy/AKujAAAAAADQJQzD0IyUOFU1tOiLTQesjvM/dhTXal9lg9KTYhjRhU5B+ecmiqsblVdWx5ZfAAAAAIDbuWhUrPy8PTQn2/EO/sjIPXwScRpbftFJKP/cxPdbfhMp/wAAAAAA7iXU31vnDe+p9QWV2rq/yuo4/yUzp0QBPp5KSQi3OgpcFOWfmzhS/qX05ZcJAAAAAMD9zEyNlyTNcaCDPyrqmrWu4JAm9Y+Ur5en1XHgoij/3ERWXoViuzHvDwAAAADgnobFhmlor1DNXb9PNY0tVseRJC3ZUSK7KaUnxVgdBS6M8s8NHKxqVH5ZHaf8AgAAAADc2szUONU32zR3w36ro0iSMnJKJElTkqIsTgJXRvnnBrLzD2/55bAPAAAAAIA7O3d4TwX7eWlO1l6ZpmlplhabXUt2lGp4bKiig/0szQLXRvnnBlbubiv/OOwDAAAAAODGAny8dPGoWOUerNG6gkOWZlmz55BqGluVxpZfdDLKPzeQlVeuuPAA9QrztzoKAAAAAACWuiolTpI0O8vagz8yc4slSenJ0ZbmgOuj/HNxB6oatKe8XqkcGQ4AAAAAgAbEBGtc33B9uemAKuqaLcuRkVuimBBfDe4ZYlkGuAfKPxeXlce8PwAAAAAAjjYjJU7NNrs+WltoyfXzy+qUV1qntKRoGYZhSQa4D8o/F5e1u0IS5R8AAAAAAEecOaS7IgJ9NCe7QHZ71x/8kZl7+JRf5v2hK1D+ubis/HLFRwSoJ/P+AAAAAACQJPl6eerSMb21t7xe3+0u6/LrZ+YWy8fLQ6f0Y6EOOh/lnwvbX9mgveX1Su3LLxMAAAAAAI521bg4GYY0O2tvl163prFF2XkVmpAYoQAfry69NtwT5Z8LOzLvb3wi5R8AAAAAAEeLiwjQqf2jtDCnRAerGrvsust2lqnVbio9iVN+0TUo/1zYkfIvhZN+AQAAAAD4HzNT42Wzm3p/dUGXXTMj5/C8v9Mo/9BFKP9c2Mq8cvWJCFCPUOb9AQAAAADwQ6cNjFKPUD+9v6pQrTZ7p1/PZje1eHuJkroHK7ZbQKdfD5Ao/1xW0aF6FVY0cMovAAAAAAA/wcvTQ1eOi9PB6kZltJ3A25k2FlWqvK5Zaaz6Qxei/HNR2XkVkpj3BwAAAADAz7l8bG95ehiak935W38z27b8pidT/qHrUP65qJVH5v1x0i8AAAAAAD8pJsRPpw+K0dIdpdpbXtep18rILVG3AG+N6N2tU68DHI3yz0Vl5ZWrb2Sguof6WR0FAAAAAACHNiMlXpL07qrOW/23v7JBOQeqddrAaHl6GJ12HeCHKP9cUGFFvYoOMe8PAAAAAID2mJAYob6RgfpwTZGaWm2dco3MtpmCaWz5RRdrV/lnGIafYRhzDcPYYRjGRsMwFhiG0a/tc9GGYXxtGMZOwzC2GIZxaudGxrFktW35TU0ItzgJAAAAAACOz8PD0FXj4lRR16yvtxzslGtk5pbIy8PQpP5RnXL/wE85npV/r0gaaJrmcEnzJL3WdvsTkrJM0+wv6VpJ7xqG4d2xMXE8so4c9sHKPwAAAAAA2uWS0bHy8fLQ7Ky9HX7fDc02fberTGP7hCvUn8oEXatd5Z9pmo2maX5lmqbZdlOWpD5t//sySS+1fd1qSfslTe7gnDgOWXnlSogKVHQI8/4AAAAAAGiPboE+OmdoD63ec0jbD9Z06H2v2F2mplY7p/zCEic68+9OSfMMw4iQ5G2a5tFrYvdIivvhNxiGcbdhGEVHPmpra0/w0vg5hRX12lfJvD8AAAAAAI7XjNTDB3/Mye7Y1X8ZR+b9JVH+oesdd/lnGMYfJPWTdP/xfJ9pmk+Zphl75CMoKOh4L412WPn9vD/KPwAAAAAAjseouDAldQ/WJ+v2qa6ptUPu0zRNZeaUqG9koBKi6ELQ9Y6r/DMM47eSLpI03TTNetM0yyW1GobR/agv6yOp887Gxs/isA8AAAAAAE6MYRiamRqv2qZWfbZxf4fc57YD1TpY3ciqP1im3eWfYRh3S7pS0jTTNCuP+tSHkm5u+5qxknpJWtKBGdFOpmkqO69CiVGBig5m3h8AAAAAAMfrgpG9FOjjqdlZe/Wfow9OXGbO4S2/6ZR/sEi7yj/DMGIlzZIUJmmRYRgbDMPIbvv0vZImGIaxU9KbkmaaptnSCVlxDIUVDcz7AwAAAADgJAT5eumCkb20dX+1NhZVnfT9ZeSWKNjXS2P6sEMP1vBqzxeZplkkyfiJzxVLOr0jQ+HEHNnyOz6R8g8AAAAAgBM1IyVec7ILNCdrr0b0Djvh+ymtadLGokqdNaSHfLxO9MxV4OTwk+dCjpR/KX0p/wAAAAAAOFGDeoZoVFyYPt+0X1X1J765cfH2Epkmp/zCWpR/LsI0Ta3MK1e/6CBFBftaHQcAAAAAAKc2MzVejS12fbyu6ITvIzO3RIYhTRkY1YHJgOND+eciCirqdaCqUeOZ9wcAAAAAwEk7a2gPhQV4a072iR380dxq19IdpRrZO0wRQSzSgXUo/1zEkS2/HPYBAAAAAMDJ8/P21KWjY7W7tE5ZeRXH/f2r8itU12xTenJMJ6QD2o/yz0Ws3N027y+B04MAAAAA/H979/oj13nfB/z7LJcXSbyLoiiK4lWyKSuSaIUySUB1HSlpkSYIAget09hFGhSIkyCAEaN90aB/gNsXaWHkRRW0QJvIzqVO4QBBEMOQGjtBdxTdLaWUJXN4lSxR3OVFJEUud/fpi92VaZuXJXdnzs7s5wMMSJw5M/MDiTM8/O55vgeYC7+yZ0uS5KlnD9/wa59+/d0k+v5onvCvD9Ra02qP5CN3Ls86lxIDAADAnNi27rY8du+6fOO1d/Le+xdn/Lpaa57efzwbVy3Lzg0rOjghXJ/wrw8cHj6fd85csOQXAAAA5thn92zO2ETNnz1/dMavOfDeuRwZOZ/H71+fUkoHp4PrE/71gSF9fwAAANARP/2xO7N+xdJ89dkjGZ+Y2Y0/npla8vvETn1/NE/41wemb/axZ5u+PwAAAJhLixcN5JcfvSdvnfog33rj+Ixe8/T+41m2eCD7drhIh+YJ/3rcZN/fcD565wq3DgcAAIAO+OVPbM5ASb7SOnLdfU+fv5TnD5/MY/euy7LFi7owHVyb8K/HHTxxLu+euZi97vILAAAAHbFx9S15fOedeea7x3Ps5Plr7vutN9/L+ETN45b8Mk8I/3pcqz2SRN8fAAAAdNLn9m5Orcmf/P21b/zxzP7Jvr/Hd67vxlhwXcK/Hvdh35/wDwAAADrmk/fdkXvW3pI/ee5oRscmrrjP2PhE/uaN9/LAxpXZsGpZlyeEKxP+9bBaa4baw9m5YUXW3rak6XEAAACgbw0MlPzKJ7bkxNmL+eb/e/eK+7x09FROnb+UJ1z1xzwi/Oth7RPn8t77Fy35BQAAgC7457s3ZfGikqdah6/4/NP7J+8G/Pj9+v6YP4R/PWx6ya/wDwAAADpv3fKl+dmfuCtD7eF87/jZH3v+mdffzbrlS/PQ3asamA6uTPjXw4YOTPX9bXOnXwAAAOiGz+7ZnCT56rNHfmj70ZHzeePds3l85x0ZGChNjAZXJPzrUbXWtNoj2blhRdbo+wMAAICu+MS2tblv/fJ87YWj+WB0/MPtz7w+teR3pyW/zC/Cvx514L1zOXH2YvbtsOQXAAAAuqWUks/u2ZwzF8byl995+8PtT79+PEsWDeSx+9Y1OB38OOFfj9L3BwAAAM349E9uyi2LF+WpqaW/5y6OpXVgOHu2r83ypYMNTwc/TPjXo4bawylF3x8AAAB028pli/MLD2/MK0dP5bW3Tufvvncio+MTeWLn+qZHgx8j/OtBtdY82x7O/RtWZvWt+v4AAACg2z63d0uS5CvPHs4z+/X9MX+5FrUHHXjvbE6cHc0vPHx306MAAADAgvTgplV5aNOqfP2lt3PrkkW5b/3ybL791qbHgh/jyr8eNHRguu/Pkl8AAABoyuf2bMkHl8YzfG40j99vyS/zk/CvB7XaI1N9f272AQAAAE35+Yfvyoplk4sqn7Dkl3lK+Ndjaq1ptYfzsbtWZtWti5seBwAAABasW5cM5rc+dW92b1mTRzavbnocuCKdfz3mzeNnM3xuNL/4cX1/AAAA0LTf/NSO/OandjQ9BlyVK/96TKs92fe3b7slvwAAAABcm/Cvx7TawykleXSbm30AAAAAcG3Cvx4yMVHTao/kgY0rs+oWfX8AAAAAXJvwr4e8efxsRs6NWvILAAAAwIwI/3rIdN/fXuEfAAAAADMg/OshQweGM1CS3Vv1/QEAAABwfcK/HjExUfPsweE8sHGVvj8AAAAAZkT41yPeOP5+Tp6/lH07LPkFAAAAYGaEfz1i6MB0358lvwAAAADMjPCvR7Ta+v4AAAAAuDHCvx4w2fc3kgfvXpWVy/T9AQAAADAzwr8e8Po77+fU+UvZu13fHwAAAAAzJ/zrAa32dN+f8A8AAACAmRP+9YBWeziLBkp2b13T9CgAAAAA9BDh3zw33ff3E3evygp9fwAAAADcAOHfPLf/nTM5/cGl7N3uLr8AAAAA3Bjh3zzXao8kSfbp+wMAAADgBgn/5rkf9P258g8AAACAGyP8m8fGJ2qebQ/nwbtXZfnSwabHAQAAAKDHCP/msf3fP5MzF8ayb4clvwAAAADcOOHfPNZqDydJ9ur7AwAAAOAmCP/msVZ7OIMDJbu3rGl6FAAAAAB6kPBvnhqfqHn24Ege2rQqt+n7AwAAAOAmCP/mqf3fP5P3L4xZ8gsAAADATRP+zVNDB/T9AQAAADA7wr956sO+v636/gAAAAC4OTMK/0opXy6lHCql1FLKrsu2/7NSyoullJdLKa+VUn61Y5MuIOMTNX9/cCQP37M6ty7R9wcAAADAzZnplX9fS/JYksPTG0opJclTSf51rXVXkp9P8mQpZcVcD7nQ/MPbp/P+xbHs3b626VEAAAAA6GEzuqys1vrtJJnM+374qSSrp36/MslwkotzNNuC1Wrr+wMAAABg9m56TWmttZZSPpPkf5dSziVZk+TTtdbROZtugWq1R7J4UclPbtH3BwAAAMDNu+kbfpRSBpP8h0wGfluSPJHkj0op666y/xdLKcemH2fPnr3Zj+5rY+MTk31/m/T9AQAAADA7s7nb764kG6eXBNdan0tyLMnHr7RzrfX3aq2bph/Lly+fxUf3r394+0zOXhyz5BcAAACAWZtN+Hc0yV2llPuTpJRyb5IdSb47F4MtVNN9f/t2CP8AAAAAmJ0ZrSstpTyZ5OeSbEjyjVLK+7XWe0spv57kz0opE5kMEn+71nqkc+P2v6H2cBYvKnlks74/AAAAAGZnpnf7/fxVtv9xkj+e04kWsLHxiTx3cCS77lmdW5YsanocAAAAAHrcbJb9Msdee/tMzo2OZ5++PwAAAADmgPBvHpnu+3OzDwAAAADmgvBvHhk6MJwliwbyyBZ9fwAAAADMnvBvnrg0PpHnD41k1+bVWbZY3x8AAAAAsyf8mydee+t0zo2OW/ILAAAAwJwR/s0TQx/2/a1teBIAAAAA+oXwb55otUeyZHAgj2zW9wcAAADA3BD+zQPTfX8fv0ffHwAAAABzR/g3D3zn2Omc1/cHAAAAwBwT/s0Dram+v307hH8AAAAAzB3h3zzQag9nyeBAdt2zuulRAAAAAOgjwr+GjY5N5PlDJ/PIZn1/AAAAAMwt4V/DXn3rVD64NJ5929c1PQoAAAAAfUb417BWeyRJsnf72oYnAQAAAKDfCP8aNnRgOEsHB/Kwvj8AAAAA5pjwr0GjYxN5/vBIHtm8Rt8fAAAAAHNO+Neg7xw7lQuXJrJvx+1NjwIAAABAHxL+NWjowHCSZO924R8AAAAAc0/416DWwem+v1VNjwIAAABAHxL+NeTi2HheOHwyu7euydJBfX8AAAAAzD3hX0NeOXo6Fy5NZO82S34BAAAA6AzhX0Na7am+Pzf7AAAAAKBDhH8NabWHs2zxQB7etLrpUQAAAADoU8K/BnzY97dlbZYM+isAAAAAoDMkTw14+cipXBybyN7ta5seBQAAAIA+JvxrQKs9kiTZp+8PAAAAgA4S/jWg1R7OLYsX5cG7Vzc9CgAAAAB9TPjXZRcujeeFIyeze+safX8AAAAAdJT0qctePnoqo2MT2bvdkl8AAAAAOkv412Wt9nCSCP8AAAAA6DjhX5cNHRjOrUsW5aFNq5oeBQAAAIA+J/zroguXxvPS0VPZvXVtFi/yRw8AAABAZ0mguuilI9N9f2ubHgUAAACABUD410VD+v4AAAAA6CLhXxe12sO5bcmiPHi3vj8AAAAAOk/41yUXLo3n5SP6/gAAAADoHilUl7x4+GRGxycs+QUAAACga4R/XdL6sO/PzT4AAAAA6A7hX5e02iP6/gAAAADoKuFfF3wwOp6Xjp7Mo9vWZlDfHwAAAABdIonqghePnMyl8arvDwAAAICuEv51wXTf3z7hHwAAAABdJPzrgqEDw1m+dDAPbFzZ9CgAAAAALCDCvw47PzqWV46dyqNb1+j7AwAAAKCrpFEd9uLhU7k0XrNvhyW/AAAAAHSX8K/Dpvv+3OwDAAAAgG4T/nXYUHs4K5YO5mN36fsDAAAAoLuEfx10fnQsrxw9lU9sW6vvDwAAAICuk0h10AuHT2ZsolryCwAAAEAjhH8dNHRA3x8AAAAAzRH+dVCrPZwVywbzsY36/gAAAADoPuFfh5y7OJbvHDudPdvWZtFAaXocAAAAABYg4V+HPK/vDwAAAICGCf86pNXW9wcAAABAs2YU/pVSvlxKOVRKqaWUXZdtX1pK+f1SypullFdLKU91bNIe02oPZ+Wywdx/l74/AAAAAJoxOMP9vpbkPyX5ux/Z/qUkNclHaq21lLJhLofrVWen+v5+6qPr9f0BAAAA0JgZhX+11m8nSSk/CLJKKbcl+TdJNtVa69R+73Rgxp7z/KGRjE/U7NthyS8AAAAAzZlN59+OJCNJfreU8nwp5W9LKU9cbedSyhdLKcemH2fPnp3FR89vrxw9nSTZu31tw5MAAAAAsJCVqYv2ZrZzKYeS/GKt9eVSyiNJXkjyq7XWPyylfDzJN5M8UGt993rvtWnTpnrs2LGbHHt+q7Xm4Ilz2Xr7bRmw7BcAAACADiilvFVr3XStfWZz5d+RJBNJvpIktdaXkhxM8uAs3rMvlFKy/Y7lgj8AAAAAGnXT4V+t9USSp5P80yQppWxLsi3J/rkZDQAAAACYjRmFf6WUJ0spx5JsSvKNUsr3pp76jST/rpTyapKvJ/l8rfWtjkwKAAAAANyQmd7t9/NX2d5O8lNzOhEAAAAAMCdm0/kHAAAAAMxjwj8AAAAA6FPCPwAAAADoU8I/AAAAAOhTwj8AAAAA6FPCPwAAAADoU8I/AAAAAOhTwj8AAAAA6FPCPwAAAADoU8I/AAAAAOhTwj8AAAAA6FPCPwAAAADoU8I/AAAAAOhTwj8AAAAA6FPCPwAAAADoU8I/AAAAAOhTpdbazAeXcjHJe418OPSP5UnONj0E0AjHPyxsvgNg4XL8w8J1peP/jlrr0mu9qLHwD5i9UsqxWuumpucAus/xDwub7wBYuBz/sHDd7PFv2S8AAAAA9CnhHwAAAAD0KeEf9Lbfa3oAoDGOf1jYfAfAwuX4h4Xrpo5/nX8AAAAA0Kdc+QcAAAAAfUr4BwAAAAB9SvgHAAAAAH1K+Ac9qJRyqJTy3VLKy1OPzzQ9E9AZpZQvTx3ztZSy67Lt95VS/m8p5Y1SynOllAcaHBPokGt8BzgXgD5XSllWSvn61L/1r5RSvllKuXfqufWllL8upbxZSnmtlPLJpucF5s51jv+/KaUcvOwc4Heu937CP+hdn6m17pp6/GnTwwAd87UkjyU5/CPbn0zyB7XWjyT5j0n+R5fnArrjat8BiXMBWAj+IMlHa60PJ/mLJP9tavuXkrRqrfcl+bUkXy2lLG5oRqAzrnb8J8nvXHYO8J+v90bCPwCYx2qt3661Hrt8WyllfZLdSZ6a2vTnSe6Z/mkg0D+u9B0ALAy11gu11r+qtdapTa0kW6d+/y+S/Nep/Z5L8naSf9z1IYGOuM7xf8OEf9C7/rCU8mop5b+XUu5oehigq+5J8v1a61iSTJ0UHEmyudGpgG5zLgALyxeS/EUp5fYki2ut71z23KE4D4B+9oVMXv037UtT5wB/WkrZfr0XC/+gN32y1vpQkkeSnEjyPxueBwDoLucCsICUUn43yb1J/n3TswDddYXj/1/VWncmeSjJ3yb5y+u9h/APelCt9cjUr5eS/Jck/6jRgYBuO5rkrlLKYJKUUkomf9p/pNGpgK5xLgALRynl3yb5dJKfrbWer7UOJxkrpWy4bLetcR4AfedHj/8kqbUenfq11lp/P8n2qSuCr0r4Bz2mlHJbKWX1ZZv+ZZKXGhoHaECt9XiSF5N8bmrTLyU5Vmv9XnNTAd3iXAAWjlLKFzN5jP9MrfXUZU/9ryS/MbXPo0nuTvKtrg8IdMyVjv9SymAp5c7L9vmlJO9O/VDg6u/1g+5AoBdMref/8ySLkpQk7SRfqLUeanIuoDNKKU8m+bkkG5IMJ3m/1npvKeWjmbzD7+1JziT5tVrrq40NCnTElb4DkvyTOBeAvldK2ZTJq/3bmTz2k+RirXXP1H/+/yjJtiSjSX671vp/mpkUmGtXO/6TPJ7JoH9pkolMVn98sdb6yjXfT/gHAAAAAP3Jsl8AAAAA6FPCPwAAAADoU8I/AAAAAOhTwj8AAAAA6FPCPwAAAADoU8I/AAAAAOhTwj8AAAAA6FPCPwAAAADoU/8fC2KWp+1DRrwAAAAASUVORK5CYII=\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 保存图形\n",
    "import random\n",
    "x = range(2,26,2) # x轴的位置，去代表时间\n",
    "y = [random.randint(15, 30) for i in x] # y轴的位置,随机生成x的长度的整数\n",
    "\n",
    "# 设置图片的大小\n",
    "'''\n",
    "figsize:指定figure的宽和高，单位为英寸；                                                                              dpi参数指定绘图对象的分辨率，即每英寸多少个像素，缺省值为80，1英寸等于2.5cm,A4纸是 21*30cm的纸张\n",
    "'''\n",
    "# 设置画布对象，figsize中对应的单位是英寸，dpi是每英寸有多少像素点\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "\n",
    "plt.plot(x,y)\t# 传入x和y, 通过plot画图\n",
    "#plt.show()\n",
    "#  保存(注意：  要放在绘制的下面,并且plt.show()会释放figure资源，如果在显示图像之后保存图片将只能保存空图片。)\n",
    "# plt.savefig('./t1.png')\n",
    "#  图片的格式也可以保存为svg这种矢量图格式，这种矢量图放在网页中放大后不会有锯齿#\n",
    "plt.savefig('./t1.svg')"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T02:44:50.990345700Z",
     "start_time": "2024-04-09T02:44:50.697511500Z"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# 7.5 绘制x轴和y轴的刻度"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 设置刻度\n",
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "\n",
    "# 设置x轴的刻度\n",
    "# plt.xticks(range(1,25))\n",
    "# # 设置y轴的刻度\n",
    "# plt.yticks(range(min(y),max(y)+1))\n",
    "\n",
    "# 构造x轴刻度标签\n",
    "x_ticks_label = [\"{}:00\".format(i) for i in x] #rotation = 45 让字旋转45度\n",
    "plt.xticks(x,x_ticks_label,rotation = 45) #label设置刻度标签,rotation设置字体旋转度数，x和x_ticks_label数目要相同\n",
    "# 设置y轴的刻度标签\n",
    "y_ticks_label = [\"{}℃\".format(i) for i in range(min(y),max(y)+1)]\n",
    "plt.yticks(range(min(y),max(y)+1),y_ticks_label)\n",
    "\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T02:51:42.817013300Z",
     "start_time": "2024-04-09T02:51:42.591143300Z"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# 7.6设置显示中文"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "outputs": [
    {
     "data": {
      "text/plain": "[<matplotlib.lines.Line2D at 0x20a40dd23d0>]"
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import random\n",
    "\n",
    "\n",
    "x = range(0,60)\n",
    "y = [random.randint(10,30) for i in range(60)]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "\n",
    "#rotation将字体旋转45度\n",
    "from matplotlib import font_manager #导入字体管理器\n",
    "my_font = font_manager.FontProperties(fname='C:\\Windows\\Fonts\\STSONG.TTF',size=18) #设置字体\n",
    "plt.xlabel('时间',rotation=45,fontproperties = my_font) #设置x轴标签，rotation设置字体旋转度数，fontproperties设置字体\n",
    "plt.ylabel(\"次数\",fontproperties=my_font) #设置y轴标签\n",
    "# 设置标题\n",
    "plt.title('每分钟跳动次数',color='red',fontproperties = my_font) #设置标题，color设置字体颜色，fontproperties设置字体\n",
    "\n",
    "plt.plot(x,y)\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T02:59:28.277478900Z",
     "start_time": "2024-04-09T02:59:28.034646200Z"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# 7.7一图多线"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 一图多线\n",
    "# 假设大家在30岁的时候，根据自己的实际情况，统计出来你和你同事各自从11岁到30岁每年交的男/女朋友的数量如列表y1和\n",
    "# y2，请在一个图中绘制出该数据的折线图，从而分析每年交朋友的数量走势。\n",
    "y1 = [1, 0, 1, 1, 2, 4, 3, 4, 4, 5, 6, 5, 4, 3, 3, 1, 1, 1, 1, 1]\n",
    "y2 = [1, 0, 3, 1, 2, 2, 3, 4, 3, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1]\n",
    "\n",
    "x = range( 11, 31 )  # # 设置图形\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "'''\n",
    "添加图例:label 对线的解释，然后用plt.legend添加到图片上;\n",
    "添加颜色: color='red'\n",
    "线条风格： linestyle='-';   - 实线 、 -- 虚线，破折线、 -. 点划线、 : 点虚线，虚线、 '' 留空或空格线条粗细： linewidth = 5\n",
    "透明度：   alpha=0.5\n",
    "'''\n",
    "plt.plot( x, y1, color='red', label='自己' )\n",
    "plt.plot( x, y2, color='blue', label='同事' )\n",
    "# 设置x轴刻度\n",
    "xtick_labels = ['{}岁'.format( i ) for i in x]\n",
    "my_font = font_manager.FontProperties( fname='C:\\Windows\\Fonts\\STSONG.TTF', size=18 )\n",
    "plt.xticks( x, xtick_labels, fontproperties=my_font, rotation=45 )\n",
    "# 绘制网格（网格也是可以设置线的样式)\n",
    "# alpha=0.4 设置透明度\n",
    "plt.grid( alpha=0.4 )\n",
    "\n",
    "#  添加图例(注意：只有在这里需要添加prop参数是显示中文，其他的都用fontproperties) # 设置位置loc : upper left、 lower left、 center left、 upper center\n",
    "plt.legend( prop=my_font, loc='upper right' )\n",
    "\n",
    "# 展示\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T03:02:46.512395200Z",
     "start_time": "2024-04-09T03:02:45.971702500Z"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# 7.8 多图"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "# 多图多线"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 4 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "<Figure size 3200x1600 with 0 Axes>"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "x  =  np.arange(1, 100) #划分子图\n",
    "fig,axes=plt.subplots(2,2) #创建子图,2行2列,fig是整个图,axes是子图的列表\n",
    "ax1=axes[0,0] #选取第一个子图\n",
    "ax2=axes[0,1] #选取第二个子图\n",
    "ax3=axes[1,0] #选取第三个子图\n",
    "ax4=axes[1,1] #选取第四个子图\n",
    "\n",
    "ax1.plot(x, x) #作图1\n",
    "ax2.plot(x, -x) #作图2\n",
    "ax3.plot(x, x**2) #作图3\n",
    "# ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3) #作图4\n",
    "ax4.plot(x, np.log(x)) #作图4\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-04-09T03:12:26.899191400Z",
     "start_time": "2024-04-09T03:12:26.541396500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x800 with 4 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = np.arange(1,100)\n",
    "#新建figure对象\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) #新建子图1\n",
    "ax1=fig.add_subplot(2,2,1)\n",
    "ax1.plot(x, x)\n",
    "#新建子图2\n",
    "ax3=fig.add_subplot(2,2,2)\n",
    "ax3.plot(x, x**2)\n",
    "ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3)\n",
    "# 新 建 子 图 3\n",
    "ax4=fig.add_subplot(2,2,3)\n",
    "ax4.plot(x, np.log(x))\n",
    "\n",
    "# 新 建 子 图 4\n",
    "ax2=fig.add_subplot(2,2,4)\n",
    "ax2.plot(x, -x)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T03:12:59.910327Z",
     "start_time": "2024-04-09T03:12:59.453587300Z"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# 8.绘制散点图"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABRgAAAItCAYAAABSCBaNAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAxOAAAMTgF/d4wjAABL90lEQVR4nO39fXhd6Vkf+n9vyZqZSEyIZA8ZiGUJCBTKSxKwZyCETtpAaXp6gMNpoWnpzGEmbUIbTpKB0kBD4FCgbUpzeCuEJLjFP/oSIJBACwSYJtBAg8fkjZeThiRItgeGxJbCizSZ0Ww9vz/21kT2yB7Ptq29l/X5XJcva6+1tnx731prL333ep5VrbUAAAAAAAxjYtQFAAAAAADdJWAEAAAAAIYmYAQAAAAAhiZgBAAAAACGJmAEAAAAAIYmYAQAAAAAhiZgBAAAAACGtm/UBVxt119/fbvppptGXcZV1ev1Mjk5OeoyGJL+dZ8edp8edpv+dZ8edp8edp8edpv+dZ8edt+13sP77rvvodba9Rdaf80HjDfddFNOnz496jKuqlOnTmV+fn7UZTAk/es+Pew+Pew2/es+Pew+Pew+Pew2/es+Pey+a72HVfXhi603RBoAAAAAGJqAEQAAAAAY2jU/RPqxbG5uprU26jIuS2stvV7vcT+vqjIxIWMGAAAAYHh7NmDc3NzM8vJyPvrRj466lMv28MMPZ21tbajn3nDDDVlYWBA0AgAAADCUPRswfuhDH8rExEQ+7dM+LVU16nIuy8bGRqamph7381prue+++/KhD30oN99881WoDAAAAIBr3Z4MGFtr+chHPpLFxcXs29f9l+ByboX+5Cc/OUtLS3nyk5/c+aAVAAAAgN23J8fFttbSWhvqqr9rzdTU1COvBwAAAAA8Xns2YOyS97znPec8/uhHP5oTJ07suO2P/MiPZGVl5ZHHv/Ebv5H777//Mf+Nrr0mAAAAAIyH7o8Pvoa86U1vys///M/nvvvuyxve8IZMT08nSb7jO77jnNAw6YeMb3/7289Ztra2luPHj+frv/7r8wd/8Af5vd/7vTztaU/LfffdZ45FAAAAAK6KPXkF47Baa7l3aSU/deJU7l1auaJX/fV6vdx000153etel+c85zl573vf+8i6m2++OW9961vP+fMlX/Ilj/oeb3rTm/It3/ItSZKf/dmfzdOf/vR88id/ct71rnddsToBAAAAYDtXMF6i06vruf3o8ZxaWc/U5EQ2epuZn5vOsTtvycHZ6cv+/pOTk3nmM5+ZJJmens4znvGMR9Z9+MMfzrOf/exztn/Ws571qO/xpje9Kc997nPT6/XS6/WyuLiYJPmcz/mc/MiP/Ei+/uu//rLrBAAAAIDtXMF4CVpruf3o8SyfXc9Gr2X9oV42ei3LZ9dzx9HjV+xKxtZaXvnKV+aee+7JBz7wgUeWz8/PP+oKxvO97W1vy/T0dGZnZ/PGN74xd9111yPrnvrUp6a1lpe85CVZW1u7IrUCAAAAQCJgvCQnlldzeuWB9DbPDRJ7my0nV9ZzYnn1iv1bL37xi/Pyl7883/AN3/DIsomJx27TmTNn8uQnPzlnz57Nr/3ar+UrvuIrcuutt+bZz352br311szMzOT7vu/7MjMzc8VqBQAAAABDpC/B0pm17JusPNR79LqpyYksnVnLkcW5y/53qirXX399nvGMZ+RP//RPH1n+nve856JDpO+///582Zd9Wd7+9rdnbW0t3//9359Tp07lTW96U77hG74hr3/96/O0pz3tsusDAAAAgPMJGC/B4oGZbPQ2d1y30dvM4oEre1XgBz7wgXMCxc/93M/N937v956zzctf/vJHvr755ptz3XXXJUkOHTqUJPmjP/qjfNZnfVa/xo2NR9YDAAAAwJVkiPQlOLwwm/m56UxO1DnLJycqh+amc3hh9rL/jbe+9a15yUtekv/+3/973vrWt+YVr3hFkuS3fuu38nmf93mP+/u97W1ve+SmMQ8++GBuuOGGy64RAAAAAM7nCsZLUFU5ductj7qL9KG56Ry769ZU1WN/k8fw7Gc/+1HDoB9++OG84Q1vyPd8z/c8suzkyZO5/vrrd/w3e73+GO6lpaXs378/Dz/8cJLk1KlTOXDgwGXXCAAAAMDHtNZyYnk1J0+u5P7eTA4vzF6RnKhrBIyX6ODsdO65+7acWF7N0pm1LB64uj80m5ub+cmf/Mm87GUvy759H2vTDTfckOc///l50Yte9KjnzMzM5H3ve1/e//735+u+7uvyZ3/2Z/nu7/7u9Ho9Q6QBAAAArqDTq+uPXIx25KaWe998X+bnpnPszltycHZ61OXtKgHj41BVObI4d0Vu6HIp/9bznve8RwWYn/AJn5Cf+7mf2/E53/Ed35GNjY18+qd/epLkiU98Yv75P//nV71WAAAAgL2ktZbbjx7P8tn19DZbHnx4Mxu9iSyfXc8dR4/nV+++bU9dyWgOxjFVVUP9IE5NTV2FagAAAADYcmJ5NadXHkhvs52zvLfZcnJlPSeWV0dU2WgIGAEAAADgcVg6s5Z9kztfGDY1OZGlM2u7XNFo7cmAcevKwNbaY2x57dt6DfbSZbsAAAAAl2PxwEw2eps7rtvobWbxwMwuVzRae3IOxomJiUxNTeXs2bPZv39/58O1zc3NR+4g/Xi01nL27NlMTU1lYmJPZs0AAAAAj9vhhdnMz00/MgfjlsmJyqG56RxemB1hdbtvTwaMSXLo0KGcPHkyKysroy7lsj388MPn3Gn68ZiamsqhQ4eucEUAAAAA166qyrE7b3nkLtLX75vI1GQ/XDx2162dv5jt8dqzAeN1112Xpz71qdnc3Oz8UOn77rsvT3nKUx7386rKlYsAAAAAQzg4O5177r4tJ5ZXc/Lkqbz00HwOL8zuuXAx2cMB45ZrIWCrqkxOTo66DAAAAIA9papyZHEuN0+uZX5+btTljEz30zUAAAAAYGQEjAAAAADA0ASMAAAAAMDQrnrAWFU3VNUbq+p9VfXuqvqVqnrqYN2/37b8N6rqyEW+T6uq36mqdw3+fPHVrh0AAAAAuLjdusnLa5L8YmutVdWLkrwuybOT/GySf9hae7iq/laSn0qyeJHv88WttY9c5VoBAAAAgEt01a9gbK19tLX2C621Nlj09gxCxNbaz7XWHt62/ClVtefvbA0AAAAAXTGKORhfnORNF1j+C9sCx53cMxhO/aqqmrk65QEAAAAAl2pXrxasqm9N8tQkzzlv+dcm+eokf+UiT19orZ0cBIuvTvJvkvzjHf6Nu5PcvfX4xhtvzKlTp65A9eNrZWVl1CVwGfSv+/Sw+/Sw2/Sv+/Sw+/Sw+/Sw2/Sv+/Sw+/Z6D3ctYKyqb0ryVUm+pLW2vm351yT59iTPaa39yYWe31o7Ofh7rap+OP15HXfa7lVJXrX1+ODBg21+fv7K/CfG2F74P17L9K/79LD79LDb9K/79LD79LD79LDb9K/79LD79nIPd2WI9OCqwucl+dLtN2mpqq9O8l3ph44nL/L82aqaHnw9keRrkrzzqhYNAAAAADymq34FY1UdTPJvk3wwyVuqKkkebK3dmuQ/Jrk/yZsGy5P+lYxnq+qFST6ptfaKJJ+R5Eerqg1qfkf6czYCAAAAACN01QPG1trpJHWBdVMXed6rt339P5N87pWvDgAAAAC4HKO4izQAAAAAcI0QMAIAAAAAQxMwAgAAAABDEzACAAAAAEO76jd5AQAAAODRWms5sbyakydXcn9vJocXZlO1431yR1LX0pm1LB4Yj7rGsSY+RsAIAAAAsMtOr67n9qPHc2plPUduarn3zfdlfm46x+68JQdnp8eirqnJiWz0Nkde1zjWxLkMkQYAAADYRa213H70eJbPrmej1/Lgw5vZ6LUsn13PHUePp7U2FnWtP9QbeV3jWBOPJmAEAAAA2EUnlldzeuWB9DbPDcd6my0nV9ZzYnlVXWNcE48mYAQAAADYRUtn1rJvcuf5A6cmJ7J0Zm2XK+obx7rGsSYeTcAIAAAAsIsWD8xko7e547qN3mYWD8zsckV941jXONbEowkYAQAAAHbR4YXZzM9NZ3Li3CvzJicqh+amc3hhVl1jXBOPJmAEAAAA2EVVlWN33pKF/dOZmqxcv28iU5OVxf3TOXbXranaeUjwbtc1fd3kyOsax5p4tH2jLgAAAABgrzk4O5177r4tJ5ZXc/Lkqbz00HwOL8yOPDDbXtfSmbUsHpgZeV3jWBPnEjACAAAAjEBV5cjiXG6eXMv8/Nyoy3nEVl1HFtXEpTFEGgAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGNq+URcAAABcXGstJ5ZXs3RmLYsHZnJ4YTZVNeqyADrFsRSuHgEjAACMsdOr67n96PGcWlnP1ORENnqbmZ+bzrE7b8nB2elRlwfQCY6lcHUZIg0AAGOqtZbbjx7P8tn1bPRa1h/qZaPXsnx2PXccPZ7W2qhLBBh7jqVw9QkYAQBgTJ1YXs3plQfS2zz3l9/eZsvJlfWcWF4dUWUA3eFYClefgBEAAMbU0pm17JvceX6wqcmJLJ1Z2+WKALrHsRSuPgEjAACMqcUDM9nobe64bqO3mcUDM7tcEUD3OJbC1SdgBACAMXV4YTbzc9OZnDj3ypvJicqhuekcXpgdUWUA3eFYClefgBEAAMZUVeXYnbdkYf90piYr09dNZmqysrh/OsfuujVVOw/5A+BjHEvh6ts36gIAAIALOzg7nXvuvi0nllezdGYtiwdmcnhh1i/EAI+DYylcXQJGAAAYc1WVI4tzObI4N+pSADrLsRSuHkOkAQAAAIChCRgBAAAAgKEJGAEAAACAoQkYAQAAAIChCRgBAAAAgKEJGAEAAACAoQkYAQAAAIChCRgBAAAAgKEJGAEAAACAoQkYAQAAAIChCRgBAAAAgKEJGAEAAACAoQkYAQAAAIChCRgBAAAAgKEJGAEAAACAoQkYAQAAAICh7UrAWFU3VNUbq+p9VfXuqvqVqnrqYN0nVNUvVdUfVNXvVtVfucj3+VtV9d7Btj9TVU/cjfoBAAAuR2st9y6t5KdOnMq9SytprY26JAC4Yvbt4r/1miS/2FprVfWiJK9L8uwk/yrJ21trf6OqjiT52ar65NbaxvYnV9XHJfmxJLe11t5bVT+U5NuS/NNd/D8AAAA8LqdX13P70eM5tbKeqcmJbPQ2Mz83nWN33pKDs9OjLg8ALtuuXMHYWvtoa+0X2sc+pnt7ksXB11+d5NWD7e5N8kdJbtvh2zw3yTtba+8dPP7hJM+7akUDAABcptZabj96PMtn17PRa1l/qJeNXsvy2fXccfS4KxkBuCaMag7GFyd5U1XtTzLVWrt/27qlJId2eM6hJMvnbfeJVbWbV2ECAABcshPLqzm98kB6m+cGib3NlpMr6zmxvDqiygDgytn1cK6qvjXJU5M8J8kTrsL3vzvJ3VuPb7zxxpw6depK/zNjZWVlZdQlcBn0r/v0sPv0sNv0r/v0sPv08MJOnlzJ4Zs28+DDm49ad/2+iZw8eSo3T66NoLJz6WG36V/36WH37fUe7mrAWFXflOSrknxJa209yXpVPVxVN2+7inExyckdnn4yyZdue7yY5I9baw9v36i19qokr9p6fPDgwTY/P3/l/hNjai/8H69l+td9eth9etht+td9eth9eriz+3szuffN92Wj9+jBY1OTlZcems/8/NwIKns0Pew2/es+Pey+vdzDXRsiPbiy8HlJvrS19pFtq34qyQsH2xxJ8pQkv7bDt/ilJJ9XVZ8xePyPk/yXq1YwAADAZTq8MJv5uelMTtQ5yycnKofmpnN4YXZElQHAlbMrAWNVHUzyb5M8KclbqupdVfVbg9X/LMkzq+oPkvyHJF+7dQfpqvrOqnphkrTW/jzJ85O8saren+Rgkn+xG/UDAAAMo6py7M5bsrB/OlOTlenrJjM1WVncP51jd92aqnrsbwIAY25Xhki31k4n2fGds7X2J0n++gXWveK8xz+X5OeueIEAAABXycHZ6dxz9205sbyapTNrWTwwk8MLs8JFAK4Z7sAMAABwlVVVjizO5cjieMy3CABX0q7NwQgAAAAAXHsEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwND2jboAAAAA4NrRWsuJ5dUsnVnL4oGZHF6YTVWNuizgKhIwAgAAAFfE6dX13H70eE6trGdqciIbvc3Mz03n2J235ODs9KjLA64SQ6QBAACAy9Zay+1Hj2f57Ho2ei3rD/Wy0WtZPrueO44eT2tt1CUCV4mAEQAAALhsJ5ZXc3rlgfQ2zw0Se5stJ1fWc2J5dUSVAVebgBEAAAC4bEtn1rJvcue5FqcmJ7J0Zm2XKwJ2i4ARAAAAuGyLB2ay0dvccd1GbzOLB2Z2uSJgtwgYAQAAgMt2eGE283PTmZw49yrGyYnKobnpHF6YHVFlwNUmYAQAAAAuW1Xl2J23ZGH/dKYmK9PXTWZqsrK4fzrH7ro1VTsPnwa6b9+oCwAAAACuDQdnp3PP3bflxPJqls6sZfHATA4vzAoX4RonYAQAAACumKrKkcW5HFmcG3UpwC4xRBoAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGNq+URcAAADjpLWWE8urWTqzlsUDMzm8MJuqGnVZAABjS8AIAAADp1fXc/vR4zm1sp6pyYls9DYzPzedY3fekoOz06MuDwBgLBkiDQAA6V+5ePvR41k+u56NXsv6Q71s9FqWz67njqPH01obdYkAAGNJwAgAAElOLK/m9MoD6W2eGyT2NltOrqznxPLqiCoDABhvAkYAAEiydGYt+yZ3nmtxanIiS2fWdrkiAIBuEDACAECSxQMz2eht7rhuo7eZxQMzu1wRAEA3CBgBACDJ4YXZzM9NZ3Li3KsYJycqh+amc3hhdkSVAQCMNwEjAAAkqaocu/OWLOyfztRkZfq6yUxNVhb3T+fYXbemaufh0wAAe92+URcAAADj4uDsdO65+7acWF7N0pm1LB6YyeGFWeEiAMBFCBgBAGCbqsqRxbkcWZwbdSkAAJ1giDQAAAAAMDQBIwAAAAAwNAEjAAAAADC0XQkYq+oHqmqpqlpVPX2wbH9VvWvbn/dV1cNV9ajJbqpqsap6523/qbtROwAAAABwYbt1k5efTvLKJG/bWtBaO5vk6VuPq+qbktzWWlu5wPf489ba0y+wDgAAAAAYgV0JGFtrv57078h3EXcl+ZbdqAcAAAAAuDLGYg7Gqnpmktkk//Uim81U1b1V9Y6qekVVTe5SeQAAAADABezWEOnHcleSY621hy+w/o+TPKW19qHBHI2vT/KN6Q+7PkdV3Z3k7q3HN954Y06dOnUVSh4fKysXGlVOF+hf9+lh9+lht+lf9+lh9+lh9+lht+lf9+lh9+31Ho48YKyqj0vy1UmOXGib1tqDST40+Hqlqo4m+XvZIWBsrb0qyau2Hh88eLDNz89f6bLHzl74P17L9K/79LD79LDb9K/79LD79LD79LDb9K/79LD79nIPx2GI9NckeXdr7b0X2qCqPqGqpgZfX5/kq5K8c5fqAwAAAAAuYFcCxqr60ao6neRgkjdX1fu3rb4ryY/t8JzvrKoXDh4+K8k7q+rdSd6R5P4k332VywYAAAAAHsNu3UX6BRdZ98wLLH/Ftq9/JsnPXIXSAAAAAIDLMA5DpAEAAACAjhIwAgAAAABDEzACAAAAAEMTMAIAAAAAQ9uVm7ywd7TWcmJ5NUtn1rJ4YCaHF2ZTVaMuCwAYQ1vnDSdPruT+nvMGrgznowCw+wSMXDGnV9dz+9HjObWynqnJiWz0NjM/N51jd96Sg7PToy4PABgj288bjtzUcu+b73PewGVzPgoAo2GINFdEay23Hz2e5bPr2ei1rD/Uy0avZfnseu44ejyttVGXCACMifPPGx58eNN5A5fN+SgAjI6AkSvixPJqTq88kN7muSduvc2WkyvrObG8OqLKAIBx47yBq8HPFQCMjoCRK2LpzFr2Te48t83U5ESWzqztckUAwLhy3sDV4OcKAEZHwMgVsXhgJhu9zR3XbfQ2s3hgZpcrAgDGlfMGrgY/VwAwOgJGrojDC7OZn5vO5MS5nxpPTlQOzU3n8MLsiCoDAMaN8wauBj9XADA6AkauiKrKsTtvycL+6UxNVqavm8zUZGVx/3SO3XVrqnYergIA7D3nnzdcv2/CeQOXzfkoAIzOvlEXwLXj4Ox07rn7tpxYXs3SmbUsHpjJ4YVZJ3MAwKNsP284efJUXnpo3nkDl835KACMhoCRK6qqcmRxLkcW50ZdCgAw5rbOG26eXMv8vHMHrgznowCw+wyRBgAAAACGJmAEAAAAAIYmYAQAAAAAhiZgBAAAAACGJmAEAAAAAIYmYAQAAAAAhiZgBAAAAACGJmAEAAAAAIYmYAQAAAAAhiZgBAAAAACGJmAEAAAAAIYmYAQAAAAAhiZgBAAAAACGJmAEAAAAAIYmYAQAAAAAhiZgBAAAAACGtm/UBcBuaK3lxPJqls6sZfHATA4vzKaqRl0WAECnbZ1jnTy5kvt7zrEAYK8SMHLNO726ntuPHs+plfVMTU5ko7eZ+bnpHLvzlhycnR51eQAAnbT9HOvITS33vvk+51gAsEcZIs01rbWW248ez/LZ9Wz0WtYf6mWj17J8dj13HD2e1tqoSwQA6Jzzz7EefHjTORYA7GECRq5pJ5ZXc3rlgfQ2zz3J7W22nFxZz4nl1RFVBgDQXc6xAIDtBIxc05bOrGXf5M7zAE1NTmTpzNouVwQA0H3OsQCA7QSMXNMWD8xko7e547qN3mYWD8zsckUAAN3nHAsA2E7AyDXt8MJs5uemMzlx7ifskxOVQ3PTObwwO6LKAAC6yzkWALCdgJFrWlXl2J23ZGH/dKYmK9PXTWZqsrK4fzrH7ro1VTsP7QEA4MLOP8e6ft+EcywA2MP2jboAuNoOzk7nnrtvy4nl1SydWcvigZkcXph14gsAcBm2n2OdPHkqLz007xwLAPYoASN7QlXlyOJcjizOjboUAIBrxtY51s2Ta5mfd54FAHuVIdIAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNB2JWCsqh+oqqWqalX19G3Ll6rqf1XVuwZ/vuYi3+OuqvqDqvpAVb22qqZ2o3YAgMejtZZ7l1byUydO5d6llbTWRl0SQKeM63F0HOvaqun4H66MTU3A3rRvl/6dn07yyiRv22Hd17TW3nWxJ1fVJyf5F0k+L8mfJHlTkn+U5N9d2TIBAIZ3enU9tx89nlMr65manMhGbzPzc9M5ductOTg7PeryAMbeuB5Hx7Gu7TUduanl3jffN/KagL1rV65gbK39emvt9GV8i7+d5Odaa/e3/kcyr07yvCtTHQDA5Wut5fajx7N8dj0bvZb1h3rZ6LUsn13PHUePu6oE4DGM63F0HOs6v6YHH94ceU3A3jYOczAeq6rfqaofq6qbLrDNoSTL2x4vDZYBAIyFE8urOb3yQHqb5/5S19tsObmynhPLqyOqDKAbxvU4Oo51jWNNwN62W0OkL+SvtNZODuZT/K4kP57kb17ON6yqu5PcvfX4xhtvzKlTpy6vyjG3srIy6hK4DPrXfXrYfXrYbePSv5MnV3L4ps08+PDmo9Zdv28iJ0+eys2TayOobPyNSw8Znh523zj0cFyPo+NY1/k1ffKNLcnmSGvi8ozDPsjl2es9HGnA2Fo7Ofh7o6q+L8n7LrDpySSfuu3x4mDZTt/zVUletfX44MGDbX5+/kqUO9b2wv/xWqZ/3aeH3aeH3TYO/bu/N5N733xfNnqPHiAyNVl56aH5zM/PjaCybhiHHnJ59LD7Rt3DcT2OjmNdj65pM799ZmKkNXH5Rr0Pcvn2cg9HNkS6qmaq6knbFj0vyTsvsPkbknx5Vd1cVZXkhUn+y1UuEQDgkh1emM383HQmJ+qc5ZMTlUNz0zm8MDuiygC6YVyPo+NY1zjWBOxtuxIwVtWPVtXpJAeTvLmq3p/kyUneUlXvqarfSXJbktu3Ped1VfXlSdJa+2CSb0/yG0nen+TDSX50N2oHALgUVZVjd96Shf3TmZqsTF83manJyuL+6Ry769b0PyMF4ELG9Tg6jnWdX9P1+yZGXhOwt110iHRVXZ/kbyQ501r7jR3WV5L/2lr73y72fVprL7jAqmdc5DnPP+/xa5O89mL/DgDAKB2cnc49d9+WE8urWTqzlsUDMzm8MOsXPYBLNK7H0XGsa3tNJ0+eyksPzY+8JmDveqw5GJ+Z5CVJZpLcssP6JyX5/CtbEgBAd1VVjizO5ciiua8AhjGux9FxrGurppsn18y5CIzURYdIt9bekuS6JH+xtayqPrGqnjN4+JeS/OzVKw8AAAAAGGeXchfp/UluqKrvSXJDkhcn+b6qujnJoSQ/chXrAwAAAADG2AWvYKyqG6vq+Un+OMkHW2vfmuQ7k1Rr7RuTXJ/kqa219+xOqQAAAADAuLnYEOnPTvJf059/8YaqOpRkPkmrqgPpX834war6pKtfJgAAAAAwji44RLq19j+TR+4kfWOSL0lSgz/zrbUfrqrrkrwgyQ/uQq0AAAAAwJi5lDkYV5I8nOSnW2t/VlX7k/x+krTWHqqqs1ezQAAAAABgfF30LtJV9clJPinJLyT5u1V1V5L7knzRYJh0kry7qmavbpkAAAAAwDh6rCsYV5I8J0kbPJ5Mf+7FA0m+oqqemOS/bVsPAAAAAOwhFw0YW2t/muRPd1j1viS/WVV/N8lMa+0jV6E2AAAAAGDMXTBgrKobW2t/ft6yJyb5piS/m2Qqyb9trd18dUsEAAAAAMbVxa5gfFlVPZTky5K8OclXJLkjyZcm+Q/p30166SrXBwAAAACMsYsFjL/QWvuNqnp2a+3/Gfz9O1X15CR/N/2A8abdKRMAAAAAGEcXCxjbBf5ebq19T5JU1XOuVmEAAAAAwPh7rLtI7+RQVX1z+lcwHrrC9QAAAAAAHXKxgPGzq+qvJjlbVd86+PuZST6c5KfTDxi/8uqXCAAAAACMqwsGjK211yRJVT09yY1JXpdkM8kPJfmC9APGJ1bVRGtt8+qXCgDAsFprObG8mqUza1k8MJPDC7OpqlGXBYzY1rHh5MmV3N9zbABgOBcMGKtqLsmrktzZWtusqv89yZOSPCHJvelfyXhbki9O8mtXv1QAAIZxenU9tx89nlMr65manMhGbzPzc9M5ductOTg7PerygBHZfmw4clPLvW++z7EBgKFMXGTdZyR5wSBc/LIkX5LkPyX590m+LsnnJPn1JJ971asEAGAorbXcfvR4ls+uZ6PXsv5QLxu9luWz67nj6PG01h77mwDXnPOPDQ8+vOnYAMDQLjZE+je3Pbyvtfbiwde9qvqe1tr9V7c0AAAu14nl1ZxeeSC9zXPDgt5my8mV9ZxYXs2RxbkRVQeMimMDAFfSxa5gfERr7XfPeyxcBADogKUza9k3ufN8alOTE1k6s7bLFQHjwLEBgCvpkgJGAAC6afHATDZ6O9+Pb6O3mcUDM7tcETAOHBsAuJIEjAAA17DDC7OZn5vO5MS5VypNTlQOzU3n8MLsiCoDRsmxAYArScAIAHANq6ocu/OWLOyfztRkZfq6yUxNVhb3T+fYXbemauchksC17fxjw/X7JhwbABjaBW/yAgDAteHg7HTuufu2nFhezdKZtSwemMnhhVkBAuxx248NJ0+eyksPzTs2ADAUASMAwB5QVTmyOOeusMA5to4NN0+uZX7e8QGA4RgiDQAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxtVwLGqvqBqlqqqlZVTx8su6Gq3lhV76uqd1fVr1TVUy/w/MWq6lXVu7b9+dTdqB0AAAAAuLDduoLxp5M8K8nyectfk+QvtdaeluRNSV53ke/x5621p2/784GrVCsAAAAAcIl2JWBsrf16a+30ecs+2lr7hdZaGyx6e5LF3agHAAAAALgyxmkOxhenfxXjhcxU1b1V9Y6qekVVTe5WYQAAAADAzvaNuoAkqapvTfLUJM+5wCZ/nOQprbUPVdVcktcn+cYkr9zhe92d5O6txzfeeGNOnTp15YseIysrK6Mugcugf92nh92nh92mf92nh92nh92nh92mf92nh92313s48oCxqr4pyVcl+ZLW2vpO27TWHkzyocHXK1V1NMnfyw4BY2vtVUletfX44MGDbX5+/mqUPlb2wv/xWqZ/3aeH3aeH3aZ/3aeH3aeH3aeH3aZ/3aeH3beXezjSIdKDqw2fl+RLW2sfuch2n1BVU4Ovr08/kHznrhQJAAAAAFzQrgSMVfWjVXU6ycEkb66q91fVwST/NsmTkrylqt5VVb+17TnfWVUvHDx8VpJ3VtW7k7wjyf1Jvns3agcAAAAALmxXhki31l5wgVV1kee8YtvXP5PkZ650XQAAAADA5Rmnu0gDAAAAAB0jYAQAAAAAhiZgBAAAAACGJmAEAAAAAIa2Kzd5AbqjtZYTy6tZOrOWxQMzObwwm6oL3o9pT9t6rU6eXMn9Pa8V7Db7IAAAjAcBI/CI06vruf3o8ZxaWc/U5EQ2epuZn5vOsTtvycHZ6VGXN1a2v1ZHbmq59833ea1gF9kHAQBgfBgiDSTpXwl0+9HjWT67no1ey/pDvWz0WpbPrueOo8fTWht1iWPj/NfqwYc3vVawi+yDAAAwXgSMQJLkxPJqTq88kN7mub+Y9zZbTq6s58Ty6ogqGz9eKxgt+yAAAIwXASOQJFk6s5Z9kzvPXTY1OZGlM2u7XNH48lrBaNkHAQBgvAgYgSTJ4oGZbPQ2d1y30dvM4oGZXa5ofHmtYLTsgwAAMF4EjECS5PDCbObnpjM5ce5VQZMTlUNz0zm8MDuiysaP1wpGyz4IAADjRcAIJEmqKsfuvCUL+6czNVmZvm4yU5OVxf3TOXbXranaeTjiXnT+a3X9vgmvFewi+yAAAIyXfaMuABgfB2enc8/dt+XE8mqWzqxl8cBMDi/M+mV9B9tfq5MnT+Wlh+a9VrCL7IMAADA+BIzAOaoqRxbncmRxbtSljL2t1+rmybXMz3u9YLfZBwEAYDwYIg0AAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADG3fqAtgeK21nFhezcmTK7m/N5PDC7OpqlGXxSXSv0u39VotnVnL4gGvFQAAAIwTAWNHnV5dz+1Hj+fUynqO3NRy75vvy/zcdI7deUsOzk6Pujweg/5duu2v1dTkRDZ6m14rAAAAGCOGSHdQay23Hz2e5bPr2ei1PPjwZjZ6Lctn13PH0eNprY26RC5C/y7d+a/V+kM9rxUAAACMGQFjB51YXs3plQfS2zw3XOlttpxcWc+J5dURVcal0L9L57UCAACA8Sdg7KClM2vZN7nz/HNTkxNZOrO2yxXxeOjfpfNaAQAAwPgTMHbQ4oGZbPQ2d1y30dvM4oGZXa6Ix0P/Lp3XCgAAAMafgLGDDi/MZn5uOpMT517ZNTlROTQ3ncMLsyOqjEuhf5fOawUAAADjT8DYQVWVY3fekoX905marFy/byJTk5XF/dM5dtetqdp5SCnjQf8u3fmv1fR1k14rAAAAGDP7Rl0Awzk4O5177r4tJ5ZXc/Lkqbz00HwOL8wKXDpC/y7d9tdq6cxaFg/MeK0AAABgjAgYO6yqcmRxLjdPrmV+fm7U5fA46d+l23qtjix6nQAAAGDcGCINAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxNwAgAAAAADE3ACAAAAAAMTcAIAAAAAAxtVwLGqvqBqlqqqlZVT9+2/NOq6jer6n1VdW9VfdZFvsddVfUHVfWBqnptVU3tRu0AAAAAwIXt1hWMP53kWUmWz1v+o0le01r79CT/Osl/2OnJVfXJSf5Fki9O8tQkT07yj65WsQAAAADApdmVgLG19uuttdPbl1XVJyQ5nOQnBovekGS+qp66w7f420l+rrV2f2utJXl1kuddzZoBAAAAgMc2yjkY55P8cWvt4SQZBIcnkxzaYdtDOffqx6ULbAcAAAAA7KJ9oy7gSququ5PcvfX4xhtvzKlTp0ZY0dW3srIy6hK4DPrXfXrYfXrYbfrXfXrYfXrYfXrYbfrXfXrYfXu9h6MMGE8l+cSq2tdae7iqKv2rEk/usO3JJJ+67fHiBbZLa+1VSV619fjgwYNtfn7+ihU9rvbC//Fapn/dp4fdp4fdpn/dp4fdp4fdp4fdpn/dp4fdt5d7OLIh0q21DyV5R5KvHSz6P5Ocbq29f4fN35Dky6vq5kEQ+cIk/2V3KgUAAAAALmRXAsaq+tGqOp3kYJI3V9VWiPiCJC+oqvcleVmSr9v2nNdV1ZcnSWvtg0m+PclvJHl/kg+nfwdqAAAAAGCEdmWIdGvtBRdY/r+SfOEF1j3/vMevTfLaK18dAAAAADCsUd5FGgAAAADoOAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADC0faMuAAAYf621nFhezdKZtSwemMnhhdlU1ajLAgAAxoCAEQC4qNOr67n96PGcWlnP1ORENnqbmZ+bzrE7b8nB2elRlwcAAIyYIdIAwAW11nL70eNZPruejV7L+kO9bPRals+u546jx9NaG3WJAADAiAkYAYALOrG8mtMrD6S3eW6Q2NtsObmynhPLqyOqDAAAGBcCRgDggpbOrGXf5M5zLU5NTmTpzNouVwQAAIwbASMAcEGLB2ay0dvccd1GbzOLB2Z2uSIAAGDcCBgBgAs6vDCb+bnpTE6cexXj5ETl0Nx0Di/MjqgyAABgXAgYAYALqqocu/OWLOyfztRkZfq6yUxNVhb3T+fYXbemaufh0wAAwN6xb9QFAADj7eDsdO65+7acWF7N0pm1LB6YyeGFWeEiAACQRMAIAFyCqsqRxbkcWZwbdSkAAMCYMUQaAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAY2r5RFwAAfExrLSeWV7N0Zi2LB2ZyeGE2VTXqsgAAAC5IwAgAY+L06npuP3o8p1bWMzU5kY3eZubnpnPszltycHZ61OUBAADsyBBpABgDrbXcfvR4ls+uZ6PXsv5QLxu9luWz67nj6PG01kZdIgAAwI4EjAAwBk4sr+b0ygPpbZ4bJPY2W06urOfE8uqIKgMAALg4ASMAjIGlM2vZN7nzXItTkxNZOrO2yxUBAABcGgEjAIyBxQMz2eht7rhuo7eZxQMzu1wRAADApREwAsAYOLwwm/m56UxOnHsV4+RE5dDcdA4vzI6oMgAAgIsTMALAGKiqHLvzlizsn87UZGX6uslMTVYW90/n2F23pmrn4dMAAACjtm/UBQAAfQdnp3PP3bflxPJqls6sZfHATA4vzAoXAQCAsSZgBIAxUlU5sjiXI4tzoy4FAADgkhgiDQAAAAAMTcAIAAAAAAxNwAgAAAAADG3kczBW1f4k92xbNJ3kU5J8QmttZdt2i0k+kOR3tm37f7bWPrAbdQIAAAAAjzbygLG1djbJ07ceV9U3Jblte7i4zZ+31p6+w3IAAAAAYATGcYj0XUl+bNRFAAAAAACPbawCxqp6ZpLZJP/1ApvMVNW9VfWOqnpFVU3uYnkAAAAAwHlGPkT6PHclOdZae3iHdX+c5CmttQ9V1VyS1yf5xiSv3L5RVd2d5O6txzfeeGNOnTp1FUsevZWVnUaT0xX613162H162G3613162H162H162G3613162H17vYdjEzBW1ccl+eokR3Za31p7MMmHBl+vVNXRJH8v5wWMrbVXJXnV1uODBw+2+fn5q1X22NgL/8drmf51nx52nx52m/51nx52nx52nx52m/51nx52317u4TgNkf6aJO9urb13p5VV9QlVNTX4+vokX5XknbtYHwAAAABwnnEKGB91c5eq+s6qeuHg4bOSvLOq3p3kHUnuT/Ldu1siAAAAALDd2AyRbq09c4dlr9j29c8k+ZldLQoAAAAAuKhxuoIRAAAAAOgYASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAe1ZrLfcureT4H67k3qWVtNZGXRIAAEDnjM1dpAFgN51eXc/tR4/n1Mp6jtzUcu+b78v83HSO3XlLDs5Oj7o8AACAznAFIwB7Tmsttx89nuWz69notTz48GY2ei3LZ9dzx9HjrmQEAAB4HASMAOw5J5ZXc3rlgfQ2zw0Se5stJ1fWc2J5dUSVAQAAdI+AEYA9Z+nMWvZN1o7rpiYnsnRmbZcrAgAA6C4BIwB7zuKBmWz0Nndct9HbzOKBmV2uCAAAoLsEjADsOYcXZjM/N53JiXOvYpycqByam87hhdkRVQYAANA9AkYA9pyqyrE7b8nC/ulMTVau3zeRqcnK4v7pHLvr1lTtPHwaAACAR9s36gIAYBQOzk7nnrtvy4nl1Zw8eSovPTSfwwuzwkUAAIDHScAIwJ5VVTmyOJebJ9cyPz836nIAAAA6yRBpAAAAAGBoAkYAAAAAYGgCRgAAAABgaAJGAAAAAGBoAkYAAAAAYGgCRgAAAABgaAJGAAAAAGBoAkYAAAAAYGgCRgAAAABgaAJGAAAAAGBoAkYAAAAAYGgCRgAAAABgaAJGAAAAAGBoAkYAAAAAYGgCRgAAAABgaAJGAAAAAGBo+0ZdAABXVmstJ5ZXs3RmLYsHZnJ4YTZVpSYAAACuCgEjwDXk9Op6bj96PKdW1jM1OZGN3mbm56Zz7M5bcnB2Wk0AAABccYZIA1wjWmu5/ejxLJ9dz0avZf2hXjZ6Lctn13PH0eNprakJAACAK07ACHCNOLG8mtMrD6S3eW5o19tsObmynhPLq2oCAADgihMwAlwjls6sZd/kzvMaTk1OZOnM2i5XNJ41AQAAcGUJGAGuEYsHZrLR29xx3UZvM4sHZna5ovGsCQAAgCtLwAhwjTi8MJv5uelMTpx7xeDkROXQ3HQOL8yqCQAAgCtOwAhwjaiqHLvzlizsn87UZGX6uslMTVYW90/n2F23pmrnocp7rSYAAACurH2jLgCAK+fg7HTuufu2nFhezdKZtSwemMnhhdmRBnnjWBMAAABXjoAR4BpTVTmyOJcji3OjLuUR41gTAAAAV4Yh0gAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0ASMAAAAAMDQBIwAAAAAwNAEjAAAAADA0Kq1NuoarqqqejDJh0ddx1X2cUn+YtRFMDT96z497D497Db96z497D497D497Db96z497L5rvYc3tdauv9DKaz5g3Auq6nRr7eCo62A4+td9eth9etht+td9eth9eth9etht+td9eth9e72HhkgDAAAAAEMTMAIAAAAAQxMwXhteNeoCuCz613162H162G3613162H162H162G3613162H17uofmYAQAAAAAhuYKRgAAAABgaAJGAAAAAGBoAkYAAAAAYGgCxmtcVdWoa2B4+td9enhtqCrvlx2nh92nh92mf93nnKb77IfdZz/stmt9H7ym/3N7VVV9RlX946q6rrmLT+foX/fp4bWjqv5SVd3UWtt0QtdNeth9VbVYVU/Sw26yD3ZfVd1UVTPOabrLcbT77IfdtlfeCwWM15iq+rQkP5HkM5J8cVXtG3FJPA761316eO2oqk9N8pNJXlNV+1tr7Vo+IbgW6WH3VdWnJ/nPSb6tqm7Uw26xD3ZfVX1O+vvg/1VVN4y6Hh4/x9Husx922156LywB+LVjEGz8YJIfT/K2JF+Q5GySX2ut9UZZG49N/7pPD68dVfXUJD+c5PuS/EWSv5nk37TWzlZV+fR4/Olh923r4euTLCf5lCT/ubX253o4/uyD3Tf4pfjVSd6a5J1JNpL8j9baR0dZF5fOcbT77IfdttfeC13BeI2oqk9J8u+S/Hhr7T8nOZ3keJIjST6/qiZHWR8Xp3/dp4fXjm0nAkdba7/QWvv1JL+Y5P/2yX836GH3bevh61prP5bkt5L8YZK/XVU36OF4sw9236CHr07y6tbadyc5meS6JF9gdEY3OI52n/2w2/bie6GA8RpQVZ+b5GeTfH9r7T9vS8K/NMnzkvzlJH9VwDGe9K/79PDaUVWflf6J3Gtba/9l26pPSvJ5SV5WVQeuxROCa4Uedt/gmPpD6ffwJ5OktfbnST4zyZcl+dqqeqIejif7YPdV1TOS/ECS17TW3pAkrbXfTX9kxj9I8mzDNMeb42j32Q+7ba++FwoYrw33JXlXkg8nyeCH9M4kX5nk/0h/vP+nxVVU40r/uk8PrwGDN/f/LcmJ1tpPbVv+dUnuSP9k7qeTvPha/dSx6/Sw+6p/d8Xbk/x/5/XwjvSHFX1Xkt+LK3DGkn2w+wb74EuTLJ3Xw3+Q5Jb0+7eZ5JmuoBpPjqPdZz/str38Xihg7Liq2tdaO5vk/07y3Kr6gqr6miR/J8k3tNb+MP2E/EVJvij9m07o+xjRv+7aeiPQw2vD4KrTH0zykar6yuSRk/GvTvLC1tpHkvSSfH6Sl1fV3LU2b0rX6WH3tdY2k7wiyR+d18PnJfmHg6s3npjkuUnu2DoxH1W9nMs+2H2DffCFST5wXg//fpKva639YpJD6f+C/NdcQTV+HEe7b9DDr4/9sJP28nuhm7x01CBYfHjw9UTr3+78SUn+VZIvTHJba+0jVfVFSb4jyb9N/wqrpyR5T2ttYySFkySpqukkn95ae9e2ZU+K/nVGVX1GkruT/ONt++KTooedU1VT2/tRVU9I8o1JZpI8I8nzW2unq+qZ6X/q//IkLcmTW2tvHEHJnGfQs49unZwNHt+d5OOih51QVTNJ1s/r4YuTfEKSv5TkBYMe3pr+cfaHkpxJstla+x8jKpuBqrqutfbQtsf2wY6pOvdmA4MefkOSxSTzSb5+0MMjSV6Z/tU370tyqrX23hGUzHmq6kCSlUE45TjaQVU13Vpb3/bYfthBW1nNXnwvFDB2UFXtT/I1Sf771oFkW8i4P8k3Jfn36U8A+wNJ/nVr7c2Dq6YmBRujV1VfmOR/T/IfWmvv27Z8f5J/muRo9G9sVf9ubj+Y/kTZP9ta+9Vt6+yDHTIIhW9Nsj/9m/I82Fo7te2E4I9ba0cHJ+P/Msm/aq398uC517fWHhxR6QxU/wZLL0nyQJJ/vi3wvyH9oFgPx1xVTSX58vTvivmhraBjsB9+T5Lfa629blsPv7u1ds9g/aYejlZVzSX5q0k+I8lPpB9w/PlgH7w7yf32wfFWVZ+W5O+m/8Hat2/1ZPCB+GvS3zd/tKpuSfKvk3xna+0tVTWf5EN6OHrVv5nEd6V/d9rfdhztnqr6+CR/K/1A+NhghJT9sCOq6slJntFa+6XB462QcU+9FwoYO6j6k/Y+P/1w4xe3hYxbP8Qfn/5l8c9Ncldr7X9W1WRrrTe6qtlucAB6bfp3kfqt1to7tq3TvzFWVYtJfj7Jt7XW3lhVfy39Hq7ZB7tlEGrckeSXk3xqkoUkn5jk51trv7stZFxPP/z4rsHJ+DlXeTA6VXVd+r84/XKSJyT5i0GPJltrPT3sjqr6v5L8pyQPb119M1i+dfVGS//GBP+ytXbPSIrkUarq+iR3Jfmv6ffnU5L8epJ7WmsPbQv67YNjqqpuTPL9Sd6Y5Jnpvx/+va0PQwf74AuT3JB+kPyv7YPjpapmk/y39O80fGyH9Y6jY25wPvP3k/xq+vvh57TWXr5t/XSSF8R+OLaq6m+mP2XWa1prPzNYtj1k3BPvheYB65CqRyb+/IskJ5JsJPmbg6GaGfzwTrTW/jT9X7h+JcnWHHGCjTEx+MX3T9I/EXhSklur6ouq6lmDoZr6N96m0n9Tf+Pg8RPSv4GLfbBjBr88nW6tnWytvSXJryU5leQrq+qTW2sPpD+0/QlJfmnrRO5aOxHossGQzNcPPgF+W5K/U1XfmeTrqurT9XD8VdXE4EOZv5z+e+LnV9ULqupTqn+H0wfSv2L8KUl+zS9UY2cqyXWD4+hr078S/CuSfHyStNY+GvvguJtM8quttZ9rrb0syduTPCt5ZNj0A0l+NMnnJHn7Vg+3/V7C6P1Zku9prR2rquur6p8N/ixU1Yzj6PgbnM+stdZOtdZen+QPq+qrquopVTXb+sOm7YfjbSXJf0z/5kl/N3nkd8N9e+m9UMDYAVW1bxBatCRprX1w8OnULyV5KOeGjJuDAOtskm9P/0R9ZmTF80j/Bl9PbAuafiPJDyc5kP6Qhk/d+rRY/8bLoIdbd3/+YJLXb1v9P5McqarPTuyDXVDn3m3vc6vqZUnS+jfk+c0kp3PuL8evSjJdVX99t2tlZ+f1cGXw92yS/zH484QknzX45VgPx9BWD1trm4MPZT6c/lUbK+mHVi9M8lmDbR5I8i1JJvRwPGzr31+k/0Hpvxms+tX0j6H/crDdpH1wPFXVx1fVk1r/ZgPvq/4UL0nyznzsd8SPr6qPH4Qbz0/y0FYPr8VfjLtm0MO5we8Wvzo4F/1vSZ6c5KPp33DwExPH0XG11cPBw0+squ+uqnvSH2Hz/CTfmuS26s9zu57+FeP2wzFRVbNV9YmDh3/QWvv/pT835lecFzLumfdCQ6Q7oKqem+T/SP+OtA9uH2o5CBa/NP2rGU+01k4Mlm/Nu3HNXXbbNTv1L8lmki9O/1PjL0k/ZPz9JG9prb2nPjanpv6NgUEPvyrJiwY9PGf/qqqbknxaa+03tz3HPjiG6mNz2L6ltfb/DZb9ePrz9L1s8PivpH8Tptdte971SaZba6sjKJttdurhYPlE+9jE9l+Y/tya37+1/+nh+Kid55J+YZKntta+afD4byf5vCQv39ZXPRwD2/r31tba7w+uoPmRJO9Jf4j7a6rqm1trrxxsv/V+qH9jovrTvbw2/ZtD3NRa++pt6z4pyaHW2tur6ouTPJzkeOtPO3F9kpnW2spO35fds62H/yvJJ7XWvmqw/Dnbrm770iSf0vrz9tkPx8x5++HHt9a+tvpDab80yUZr7ZcG5zOHk/y7894L7YcjVlUL6c+5/1tJ3tda+/fb1h1Of0j0T7bWfnawbE/sg65gHHPVn3T5Jenf4evrBpfY9rauphqcmP+3JAeTfGv15/Z75NMMwcZoXah/g768J/0bvfxykhelP6fGXyT9KzoGf+vfiG3r4YfzsR6eHxxuJPmk6s9xk8Q+OMaekv6NCP7GtqtO70hyqKq+Y7DNu5L8ydaVp4NeP3itngh00PYefsbWwq2rhwcP35P+1cbTiR6Ooa0ePreqPjNJWmuvTvLpVfW9g21+Kcl7078yVQ/Hy1b/vqyqPrv1vbC19sNJtuZ/e2INRm9se8/UvzEwOE7+tfRvMPBPkpyqqn+2bZPr0r9C6ulJ/k36N6frbeuhUGPEzuvhi9IfTrvVw7du2/R4kuXB1W/2wzGyw3744cEHMx9N/z4LBweb/k768/YdGDzPfjg+PjP9qQm+JckfVH9KguuSZHDR13cm+SdV9W2DC8T2xD4oYBxj1b9T7Y+k/8P5uvSvdHvR4E1ie8j4wSS/nf4B6k9GVjDnuFj/Bpv0kvxga+3XWn9o9P876CVj4jH2wTa4aiOtP7xoKf35wxhDW73KuXPY/vVtIePfS3/Y0N9J8g+SvLu1tjZYJyQeAxfo4SNThCT9uU6r6i+lPyzshB6Olwv08Lnb9sMvT3JjVX1zkn+a/lWqZwfr9HDELnIc/cvbNnuo+jcjWE7/hhJJ9G+ctP4oqLNJ7hss+p4kf7xtk5X0r6D6piTf2Fp72+B5ejgmLtbDdu4otxckeW/rz++nh2Nkhx5+V5L7B+t+N8nTqur5SZ6X5M2ttQ8N1unh+DiV5B2D97x/kv4NPn968OFM0v/d8H8kedvWfrkX+meI9Bja9onGP0t/rowHk/xAkm9O/1PFW5L8QPvYeH43jxgjj6d/255jGO0YsQ9eO6o/T9hm23ZX2sHypyb5G+n385cHJ3Nb62a2gilG7xJ7+AvtY0Nt70ryjtbaO3e9WHZ0iT38ldba7wyWPyHJE1yhMR6G2Afn0u/ffY/6ZozE+T0cPL6+tbY2+OD7m9K/gV2vqm5OP+x4Q2vtF0dXNdtdYg9fOTg3fXKSZyf5wOBKKsbAJfbwe1trDw32w4fSz2vOjq5qtuzQv60hz1NJntZaO1FV/zDJX26tvXSwzcygv3vmd31XMI6hQVjxiemn3utJvi/J/9NaO57k99IPN16w7UpGd48aI5fYvxduXclY227gw3gYYh90LB1fX5rk1YP5TrbC47TW3p/+zQg2kjyrqm7Z9pz1Xa+Si7mUHj67+vPdpLX2Y8LFsXMpPfyirf2wtfaAcHGsPN59cEW4OHbO6WH6vySvDT4kfSjJHw3OZ56b5NuSvLC19ot+xxgrl9LDh6vqy5L8i/QDYuHieLmUHj402A//VZI/Ey6OlfP7lyQZjER8z+Dr1yb5YPXnZ8xeHEnjl+Ix1fp3iX57kn+XfrDxlupPBPuf0p+X6P1JXrw1VHN0lbKTS+jfH+Rj/du88HdiVB7nPqiHY6ge3xy2L6vz5rBl9B5nD7918Ik/Y2TY/ZDxMMQ+qH9j5gI93LqR4NYIjN+rqs9L8vfTH475cOL9cFw8zh7+gyQ/v32kFKM3xH7403o4Pi7Qv7btIpONwXZPTPJHST4yijrHwb5RF8DHVNV8kicmWWqtrbXWXldVvSSfVlUfTPJDSX62tfYfBttPpz/P1H8cVc18jP51nx5eO+pj82d+e/rzEr0yyQ1V9cODT4cnW/+GSx+sqt9O8nPNHLZjZcge3j/KmjmX/bDb9K/7LrWHSZ6Tfqjxgtbab+6l4XzjTg+7Tw+77RL6tzVU+tOT/KMkr2qt/ekISx4pczCOicEnvq9Of7LXY621X9+27vlJnp/kx1prrx0MV5hN8leTfH6Sb2vmgBsp/es+Pbw2lPkzO08Pu08Pu03/uu/x9HCw/TOSTLfWfmM0FXM+Pew+Pey2Ifr3hCSf2Vp7x2gqHg+GSI+Pz0zyw0lemOSzqupp9bG5bF6X5Me3Nhx8kvEXSd6Z5DVO7MaC/nWfHl4DmjlsO08Pu08Pu03/uu/x9HDwlHcLNcaLHnafHnbb4+1f688fvafDxcQVjGOjqj4+yZNba++rqv83yVqSpyX5vdbaywbbPC/Jz7TWHhxhqexA/7pPD68tg6tOvzbJt7fWfq3682f+SJLXpz+84XOTfH/rT6rNGNLD7tPDbtO/7tPD7tPD7tPDbtO/x8ccjGNiME5/a6z+j7fW3lX9W57/UFV9UZLfSrKQ5FOT/P6IyuQC9K/79LDbyvyZnaeH3aeH3aZ/3aeH3aeH3aeH3aZ/l8cQ6TGybYjJu6tqovVvef4T6d+y/uEkb0nyoZEVyEXpX/fpYTcN5s/8gSQvTX9OzCRJa+3fD778qSRvaq29pvrm0n//+6zB/CqMmB52nx52m/51nx52nx52nx52m/5dPlcwjpHBvG5bf7fBD/h0ks3BJg8kMdfbmNK/7tPDztqaP/MtSf5hVf1pkqnW2onBp45TWxu21lpVbc2f+dvN/JnjQg+7Tw+7Tf+6Tw+7Tw+7Tw+7Tf8ukzkYx1RV3Zz+HYp+sLX2h6Ouh8dH/7pPD7ujzJ/ZeXrYfXrYbfrXfXrYfXrYfXrYbfp3+QyRHl9/nuT7BBudpX/dp4cd0Vr709ba+wYPf7y19vIkX5Vktqq+qKr25WPzZzKG9LD79LDb9K/79LD79LD79LDb9O/yuYIRgM6rqhoMVaj039s2q+qLk5xurf1hVd2a5AOttTMjLpUL0MPu08Nu07/u08Pu08Pu08Nu07/LYw5GADqvNfNndp0edp8edpv+dZ8edp8edp8edpv+XR5DpAG4pgzmz/xnSd7XWltOktbae1prq6OtjEulh92nh92mf92nh92nh92nh92mf4+fIdIAXFOqaibJ/tbayVHXwnD0sPv0sNv0r/v0sPv0sPv0sNv07/ETMAIAAAAAQzNEGgAAAAAYmoARAAAAABiagBEAAAAAGJqAEQAAAAAYmoARAICroqr277BsoqqmL/KcI1X1hYOvv3nw98dtW3/91agVAIDh7Rt1AQAAXLN+oqqecN6yj0tyOslXXuA5T0zSG3x90+DvF1XVc5O0JNcleeYVrhMAgMsgYAQA4Gp5d2vtZdsXVNVikq/daeOqenKSQ0l6VfUZST5+ECxOJfmy1tpHq+p7rnLNAAA8TgJGAAB221/stLC19idV9YdJvi/JR5L8UWvtF6vqads227z65QEA8HiYgxEAgHHzktbas5Oc3Lbslqr6giTmYAQAGDOuYAQA4Gr5y1X11vOW3ZDkvzzG876vqj6S5I8GjyvJ8cEQ6b91ZUsEAOByCRgBALhafv8CczB+5U4bV9XW6JqXtNbeWlX/qqoOJplJ8tlV9XD6N3kBAGCMCBgBABgXP5zkM5KkqraWPT3J+1prJwbL//ZIKgMA4IIEjAAAXC2Pa4h0a+2FVXUgyUvSDxufnuRXk7z46pUIAMDlEjACAHC1vLe19s3bFwyGSF/sKsQXJvne1tpHqupvJLkryY9V1XWttYfSn48RAIAxImAEAOBq+fMdlq0l+f2dNq6qL0zyw4NwcTLJ/Une1VpbqaonVtV3Jlm6atUCADCUaq2NugYAADhHVU201jZHXQcAAI9NwAgAAAAADG1i1AUAAAAAAN0lYAQAAAAAhiZgBAAAAACGJmAEAAAAAIYmYAQAAAAAhiZgBAAAAACGJmAEAAAAAIb2/wcEei8+5W6PmQAAAABJRU5ErkJggg==\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 散点图\n",
    "y = [11, 17, 16, 11, 12, 11, 12, 6, 6, 7, 8, 9, 12, 15, 14, 17, 18, 21, 16, 17, 20, 14, 15, 15, 15, 19, 21, 22, 22, 22,23]\n",
    "x = range( 1, 32 )\n",
    "\n",
    "# 设置图形大小\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "# 使用scatter绘制散点图\n",
    "plt.scatter( x, y, label='3月份' )\n",
    "# 调整x轴的刻度\n",
    "my_font = font_manager.FontProperties( fname='C:\\Windows\\Fonts\\STSONG.TTF', size=10 )\n",
    "\n",
    "_xticks_labels = ['3月{}日'.format(i) for i in x]\n",
    "\n",
    "plt.xticks( x[::3], _xticks_labels[::3], fontproperties=my_font,rotation=45)\n",
    "plt.xlabel( ' 日 期 ', fontproperties=my_font )\n",
    "plt.ylabel( '温度', fontproperties=my_font )\n",
    "plt.grid( alpha=0.4 ) # 网格\n",
    "# 图 例\n",
    "plt.legend( prop=my_font )\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T03:16:15.797271400Z",
     "start_time": "2024-04-09T03:16:15.517431Z"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# 9.绘制条形图"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#条形图\n",
    "my_font =  font_manager.FontProperties(fname='C:\\Windows\\Fonts\\STSONG.TTF',size=16)\n",
    "a = ['流浪地球','疯狂的外星人','飞驰人生','大黄蜂','熊出没·原始时代','新喜剧之王']\n",
    "b = [38.13,19.85,14.89,11.36,6.47,5.93]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "\n",
    "# 绘制条形图的方法\n",
    "'''\n",
    "width=0.3  条形的宽度\n",
    "'''\n",
    "rects = plt.bar(range(len(a)),b,width=0.3,color='r') # 绘制条形图\n",
    "plt.xticks(range(len(a)),a,fontproperties=my_font,rotation=45) # 设置x轴标签\n",
    "# 在条形图上加标注(水平居中)\n",
    "for rect in rects:\n",
    "    height = rect.get_height() # 获取条形图的高度\n",
    "    plt.text(rect.get_x() + rect.get_width() / 2, height+0.5, str(height),ha=\"center\") # 设置文字,ha水平居中,get_x()获取条形图的x坐标,get_width()获取条形图的宽度\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T03:20:24.501045700Z",
     "start_time": "2024-04-09T03:20:24.253414800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "156 78\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 2000x800 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "'''\n",
    "现有250部电影的时长，希望统计出这些电影时长的分布状态(比如时长为100分钟到120分钟电影的数量，出现的频率)等信息，你应该如何呈现这些数据？\n",
    "'''\n",
    "# 1）准备数据\n",
    "time = [131,   98,    125,   131,   124,   139,   131, 117, 128, 108, 135, 138, 131, 102, 107, 114,\n",
    "119,   128,   121,   142,   127,   130,   124, 101, 110, 116, 117, 110, 128, 128, 115,   99,\n",
    "136,   126,   134,   95,    138,   117,   111,78, 132, 124, 113, 150, 110, 117,  86,    95, 144,\n",
    "105, 126, 130,126, 130, 126, 116, 123, 106, 112, 138, 123, 86, 101,   99, 136,123,\n",
    "117,   119,   105,   137, 123, 128, 125, 104, 109, 134, 125, 127,105, 120,  107,   129, 116,\n",
    "108,   132,   103,   136, 118, 102, 120, 114,105, 115, 132, 145, 119, 121,  112,   139, 125,\n",
    "138,   109,   132,   134,156, 106, 117, 127, 144, 139, 139, 119, 140,   83,    110,   102,123,\n",
    "107,   143,   115,   136, 118, 139, 123, 112, 118, 125, 109, 119, 133,112,  114,   122, 109,\n",
    "106,   123,   116,   131,   127, 115, 118, 112, 135,115,   146,   137,   116,   103,   144,   83,    123,\n",
    "111,   110,   111,   100,   154,136, 100, 118, 119, 133,   134,   106,   129,   126,   110,   111,   109,\n",
    "141,120, 117, 106, 149, 122, 122, 110, 118, 127, 121, 114, 125, 126,114, 140, 103,\n",
    "130,   141, 117, 106, 114, 121, 114, 133, 137,    92,121,    112,   146,   97,    137, 105,  98,\n",
    "117,   112,   81,    97, 139, 113,134, 106, 144, 110, 137,  137,   111,   104,   117, 100, 111,\n",
    "101,   110,105, 129, 137, 112, 120, 113, 133, 112,    83,    94,    146,   133,   101,131, 116,\n",
    "111,   84, 137, 115, 122, 106, 144, 109, 123, 116, 111,111, 133, 150]\n",
    "\n",
    "from matplotlib import font_manager\n",
    "from matplotlib import pyplot as plt\n",
    "my_font =  font_manager.FontProperties(fname='C:\\Windows\\Fonts\\STSONG.TTF',size=18) # 2）创建画布\n",
    "plt.figure(figsize=(20, 8), dpi=100) # 3）绘制直方图\n",
    "\n",
    "print(max(time), min(time))\n",
    "# 设置组距\n",
    "distance = 2\n",
    "# 计算组数\n",
    "group_num = int((max(time) - min(time)) / distance) # 最大值减去最小值除以组距就得到组数\n",
    "plt.hist(time, bins=group_num) #bins是组数,hist是直方图\n",
    "\n",
    "# 修改x轴刻度显示\n",
    "plt.xticks(range(min(time), max(time)+2)[::2]) # 步长为2\n",
    "\n",
    "# 添加网格显示\n",
    "plt.grid(linestyle=\"--\", alpha=0.5)\n",
    "\n",
    "#添 加 x,  y 轴 描 述 信 息\n",
    "plt.xlabel(\"电影时长大小\",fontproperties=my_font)\n",
    "plt.ylabel(\"电影的数据量\",fontproperties=my_font)\n",
    "# 4）显示图像\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T03:26:43.321727900Z",
     "start_time": "2024-04-09T03:26:42.805980200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "label_list = [\"第一部分\", \"第二部分\", \"第三部分\"]  # 各部分标签\n",
    "size = [55, 35, 10]    # 各部分大小\n",
    "color = [\"red\", \"green\", \"blue\"]   # 各部分颜色\n",
    "explode = [0, 0.1, 0] # 各部分突出值\n",
    "\"\"\"\n",
    "绘 制 饼 图\n",
    "explode： 设 置 各 部 分 突 出\n",
    "label: 设 置 各 部 分 标 签\n",
    "labeldistance:设置标签文本距圆心位置，1.1表示1.1倍半径\n",
    "autopct： 设 置 圆 里 面 文 本\n",
    "shadow：设置是否有阴影\n",
    "startangle：起始角度，默认从0开始逆时针转\n",
    "pctdistance：设置圆内文本距圆心距离返回值\n",
    "l_text：圆内部文本，\n",
    "matplotlib.text.Text object\n",
    "p_text：圆外部文本\"\"\"\n",
    "matplotlib.rcParams['font.sans-serif']=['SimHei']  #为了显示汉字\n",
    "patches, l_text, p_text = plt.pie(size,explode=explode, colors=color, labels=label_list,\n",
    "                                  labeldistance=1.1, autopct=\"%1.1f%%\", shadow=True, startangle=90, pctdistance=0.6)\n",
    "plt.axis(\"equal\")  # 设置横轴和纵轴大小相等，这样饼才是圆的\n",
    "plt.legend()\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    },
    "ExecuteTime": {
     "end_time": "2024-04-09T03:31:08.492778900Z",
     "start_time": "2024-04-09T03:31:08.237925800Z"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
